Image transformation for indicia reading

Information

  • Patent Grant
  • 10249030
  • Patent Number
    10,249,030
  • Date Filed
    Friday, October 30, 2015
    9 years ago
  • Date Issued
    Tuesday, April 2, 2019
    5 years ago
Abstract
Obtaining a good image is important for reading indicia. Often, however, objects are not well aligned with an indicia reader's digital imager. This misalignment may lead to images in which an indicium may appear distorted due to perspective. This perspective distortion makes indicia reading difficult. In general, perspective distortion of an imaged object may be corrected using knowledge of the true size, shape, and/or orientation of the physical object. The present invention embraces the use of a dimensioning system to obtain the 3D information necessary to provide this knowledge. Then, using this knowledge, to transform a distorted image of an indicium into a corrected image of the indicium without distortion. This corrected image may then be processed to read the undistorted indicium.
Description
FIELD OF THE INVENTION

The present invention relates to indicia reading and more specifically, to reading an indicium from an image, wherein the indicium appears distorted.


BACKGROUND

Indicia readers (i.e., barcode scanners, barcode readers, etc.) are devices which decode and interpret indicia (i.e., 1D-barcodes, 2D-barcodes, characters, signatures, etc.) that are marked (e.g., printed, labeled, written) on objects to (i) help perform a function (e.g., calculate shipping, calculate cost, etc.) and/or (ii) provide information about the object (e.g., model number, serial number, etc.).


While various types of indicia readers exist, imaging indicia readers are often preferred due to their versatility. These devices may be handheld (e.g., a mobile computing device, a gun-style scanner, etc.) or fixed mounted (e.g., in-counter scanner). Imaging indicia readers use a digital imager, to capture a digital image of one or more indicia. The digital image may then be processed to read (e.g., recognize, decode, scan, etc.) the one or more indicia found in the image.


Obtaining a good image is important for decoding indicia. Often, however, objects are not well aligned with the indicia reader's digital imager. This is especially true for handheld scanners. This misalignment may lead to images in which an indicium (e.g., a barcode) may appear distorted due to perspective (i.e., perspective distortion). This perspective distortion makes indicia reading difficult.


It has been disclosed, that perspective distortion may be removed from two-dimensional (2D) images in order to improve 2D barcode recognition (e.g., U.S. Pat. No. 7,780,084 that is hereby incorporated entirely by reference). The systems and methods disclosed by U.S. Pat. No. 7,780,084 rely on knowledge of the 2D barcode (e.g., feature size/shape) to remove distortion. This foreknowledge of an expected size/shape, however, limits the versatility of these systems and methods. A need, therefore, exists for a more versatile system and method to remove distortion from images for indicia reading.


SUMMARY

Accordingly, in one aspect, the present invention embraces a method for reading an indicium. In the method, an image of an object is captured using a digital imager, and three-dimensional (3D) information corresponding to the object is obtained using a dimensioning system. An image-region-of-interest (i.e., image-ROI), that contains at least a portion of the object, is then selected in the image. Next, an ideal-region-of-interest (ideal-ROI) is created using the 3D information corresponding to the portion of the object within the image-ROI. The image within the image-ROI is then transformed into a corrected image within the ideal-ROI, and if an indicium can be found in the corrected image, then the indicium is read.


In an exemplary embodiment of the method, if an indicium cannot be found in the corrected image, then a new image-ROI is selected and the method steps of creating an ideal-ROI and transforming the image in the image-ROI into a corrected image in the ideal-ROI repeats. If an indicium is found in the newly correctly image, then the indicium is read. The process continues until an indicium is found or until all portions of the object (that are visible to the digital imager) have been searched.


In another exemplary embodiment of the method, if additional indicia are found in the corrected image then the additional indicia are also read.


In another exemplary embodiment of the method, selecting an image-ROI in the image includes detecting an indicium in the image and selecting a region in the image that includes just the indicium.


In another exemplary embodiment of the method, selecting an image-ROI in the image includes detecting a surface on the object using the 3D information, and then selecting a region of the image that includes just the surface.


In another exemplary embodiment of the method, the dimensions of the ideal-ROI correspond to the physical dimensions of the portion of the object that is contained in the image-ROI. These physical dimensions are determined using the 3D information.


In another exemplary embodiment of the method, the 3D information corresponding to the portion of the object within the image-ROI includes the physical curvature of the portion of the object that is contained in the image-ROI.


In another exemplary embodiment of the method, the 3D information corresponding to the portion of the object within the image-ROI includes the surface-roughness and/or surface-features of the portion of the object that is contained in the image-ROI.


In another exemplary embodiment of the method, the 3D information corresponding to the portion of the object within the image-ROI includes the physical position of the portion of the object contained in the image-ROI. This physical position is relative to the digital imager's image sensor.


In another exemplary embodiment of the method, transforming the portion of the image within the image-ROI into a corrected image within the ideal-ROI includes computing a homography between the image-ROI and the ideal-ROI.


In another aspect, the present invention embraces a method for removing perspective distortion from an image using 3D information. In the method, a digital imager is used to capture an image of a scene. In addition, a dimensioning system is used to obtain 3D information corresponding to the scene. An image-ROI is selected in the captured image and 3D information corresponding to the portion of the scene within the image-ROI is used to create an ideal-ROI. The portion of the scene within the image-ROI is then transformed into a corrected image within the ideal-ROI. This transformation removes perspective distortion from the image.


In exemplary embodiment of the method, obtaining 3D information includes identifying objects in the image of the scene. Then, choosing a particular object and classifying the particular object by its shape. Based on the shape, 3D information corresponding to the particular object is obtained. In one possible embodiment, this shape classification is used to create the ideal-ROI. In another possible embodiment, this shape classification is used to select a transformation (from a plurality of possible transformations) for transforming the image into a corrected image.


In another aspect, the present invention embraces an indicia-reading system. The indicia-reading system includes a dimensioning system for gathering 3D information about a scene; a digital imager for capturing an image of the scene; and a processor communicatively coupled to the dimensioning system and the digital imager. The processor is configured by software to correct a distorted indicium and then read the corrected indicium. Specifically, this is accomplished by selecting, within the image, an image-ROI containing a distorted indicium. Then transforming the portion of the image within the image-ROI into a corrected image using the 3D information corresponding to the portion of the scene within the image-ROI. The corrected image contains an undistorted indicium that is then read.


In an exemplary embodiment, the indicia-reading system's dimensioning system includes a pattern projector. The pattern projector is configured to project a transmitted pattern of infrared (IR) light. The dimensioning system also includes a range camera. The range camera is configured to capture images of a reflected pattern of infrared light. The reflected pattern is the pattern formed when the transmitted pattern is reflected back to the range camera from the scene. In one possible embodiment, the pattern projector and the range camera are positioned stereoscopically so that spatial differences between the transmitted pattern and the reflected pattern determine range.


In another exemplary embodiment, the indicia-reading system's digital imager is an imaging indicia reader.


In another exemplary embodiment of the indicia-reading system, the dimensioning system, the digital imager, and the processor are contained in a handheld housing.


In another exemplary embodiment, the indicia-reading system's digital imager is a camera for imaging visible light.


The foregoing illustrative summary, as well as other exemplary objectives and/or advantages of the invention, and the manner in which the same are accomplished, are further explained within the following detailed description and its accompanying drawings.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 graphically depicts an arrangement of an exemplary digital imager and an exemplary planar object that leads to perspective distortion.



FIG. 2 graphically depicts an arrangement of an exemplary digital imager and an exemplary round object that leads to perspective distortion.



FIG. 3 graphically depicts an exemplary indicia-reading system according to an embodiment of the present invention.



FIG. 4 graphically depicts the principle of sensing three dimensions using a stereoscopically arranged pattern projector and range camera according to an embodiment of the present invention.



FIG. 5 depicts a flow diagram illustrating a method for reading an indicium according to an embodiment of the present invention.



FIG. 6 graphically illustrates the transformation of an image with distortion into a corrected image without distortion using 3D information according to an embodiment of the present invention.



FIG. 7 depicts a flow diagram illustrating a method for removing perspective distortion from an image using three-dimensional (3D) information according to an embodiment of the present invention.



FIG. 8 graphically illustrates the acquisition of an image and 3D information using a digital imager and a dimensioning system according to an implementation of the present invention.





DETAILED DESCRIPTION

For the accurate reading of an indicium, it is highly desirable that the imaged indicium closely matches the physical indicium. Unfortunately, in some cases, the imaged indicium appears distorted due to the physical relationship between the indicium and the indicia reader's digital imager. The present invention embraces obtaining 3D information to characterize this physical relationship, and then using this 3D information to create an undistorted image of the indicium, which can be read more accurately.


When the indicia reader's optical axis (i.e., the axis normal to the indicia reader's image sensor) is positioned nearly orthogonal to an indicium, the imaged indicium corresponds well with the physical indicium. However, as this perspective is changed the imaged indicium becomes distorted due to perspective (i.e., perspective distortion). FIG. 1 and FIG. 2 illustrate two arrangements that may lead to perspective distortion.


In FIG. 1 (i.e., FIG. 1) a planar object 1 is tilted away from an indicia reader (i.e., scanner) so that the optical axis of the scanner 3 forms an angle the surface of the planar object (i.e., the surface normal 4). Indicia on the surface of this object may appear distorted. Specifically, portions of the indicium closer to the scanner may appear larger and spread apart, while portions of the indicium on the surface further away may appear smaller and close together.


An object's shape may also cause perspective distortion. In FIG. 2, a nonplanar (i.e., round) object 5 is imaged. Here, an indicium on the round surface may be distorted if portions of the indicium are tilted away from the scanner. Distortion may also result from indicia on other irregular shapes, indicia on rough surfaces (e.g., wrinkled or peeling labels), or indicia on surfaces that have surface features (e.g., grooves, bumps, etc.).


To remove perspective distortion, algorithms can transform a distorted image into a corrected image. This transformation may involve creating a target image having a designated size/shape (e.g., a designated aspect ratio). For example in a distorted image, a rectangular barcode may appear non-rectangular. The target image in this case would be a rectangular image that corresponds to the true size/shape of the physical barcode. As mentioned previously, knowledge of the barcode's size/shape may help create the target image. This information, however, is not always known. Instead, the present invention embraces gathering 3D information about an object and/or its physical relationship with the indicia reader in order to provide the necessary information for creating a target image and then mapping pixels from the distorted image into the target image to form a corrected image.


3D information may be acquired using a dimensioning system. A dimensioning system typically senses an object's shape/size in three-dimensions (3D) and then uses this 3D information to compute an estimate of an object's dimensions (e.g., volume, area, length, width, height, etc.). This 3D information may also include the physical position/orientation of the object with respect to the scanner. The 3D information may also help determine the size/shape of a region of interest on an object's surface. For example, a region of interest may include just a particular indicium (or set of indicia) or a region of interest may include an entire side of an object.


One possible sensing technique used by a dimensioning system involves projecting a light pattern (i.e., pattern) into a field-of-view. Objects within the field-of-view will distort the appearance of the light pattern upon reflection. The dimensioning system can capture an image of the reflected light-pattern and analyze the pattern distortions in the captured image to compute the 3D information corresponding to an object (or objects) in the field-of-view (i.e., scene).


An exemplary dimensioning system is shown in FIG. 3. The dimensioning system 10 includes a pattern projector 11 that is configured to project a light (e.g., infrared light) pattern into a field-of-view 12 and onto an object 15. The light pattern typically comprises points of light arranged in a pattern (i.e., point cloud). The points of light may be (i) sized identically or differently and (ii) may be arranged in some order or pseudo-randomly. The pattern projector may create the light pattern using a light source (e.g., laser, LED, etc.), a pattern creator (e.g., a mask, a diffractive optical element, etc.), and one or more lenses.


The dimensioning system 10 also includes a range camera 13 that is configured to capture an image of the projected light pattern, which is reflected from the range camera's field-of-view 14. The field-of-view of the range camera 14 and the field-of-view of the pattern projector 12 should overlap but may not necessarily have identical shapes/sizes. The range camera 13 includes one or more lenses to form a real image of the field-of-view 4 onto an image sensor. Light filtering (e.g., infrared filter) may be also be used to help detect the reflected pattern by removing stray light and/or ambient light. An image sensor (e.g., CMOS sensor, CCD sensor, etc.) is used to create a digital image of the light pattern. The range camera may also include the necessary processing (e.g. DSP, FPGA, ASIC, etc.) to obtain 3D information from the light pattern image.


As shown in FIG. 4, the pattern projector 11 and the range camera 13 may be arranged with a spatially offset (i.e., stereoscopically arranged). The spatial offset 16 allows for changes in the range 18 of an object 15 to be detected as an image offset 17 on the range camera's image sensor. The spatial offset 16 may be adjusted to change the image offset 17 and thereby change the resolution at which range differences 18 may be detected. In this way, image offsets in the point-cloud pattern may be converted into 3D information corresponding to objects within the dimensioning system's field-of-view.


The 3D information may include range values for each point of light in the point-cloud image. Further, range values between the points of light in the point-cloud image may be interpolated to create what is known as a range image. A range image is a gray scale image in which each pixel value in the image corresponds to an estimated range between the dimensioning system and a point in the field-of-view. The range camera may output 3D information in the form of point-cloud images or range images.


A range image may be analyzed using software algorithms running on the dimensioning system's processor 19 to detect objects, determine the physical relationships between objects, and/or determine an object's dimensions. In some cases, these algorithms may include steps to create a minimum bounding box (MVBB), which is a computer model of a box that surrounds an object (e.g., an irregularly shaped object) or a collection of objects (e.g., multiple boxes on a pallet). In this case, the 3D information may include the dimensions of the MVBB, the relative position of the MVBB, and/or the relative orientation of the MVBB. The particular approach to for creating 3D information (e.g., determining the object's dimensions) may involve classifying an object by its shape and then choosing a software algorithm based on this classification.


As shown in FIG. 3, a dimensioning system 10 may be combined with a digital imager 20 (e.g., imaging indicia reader, digital camera, etc.). The digital imager includes an image sensor (e.g., CCD, CMOS, etc.) to convert light levels into electronic signal levels. The digital imager also includes an imaging lens (or lenses), which form an image of the digital imager's field of view (i.e., the scene) 22 on the image sensor. Typically, the digital imager 20 includes a processor to convert the electronic signals from the image sensor into a digital image, though this function may also be handled by the processor 19 of the indicia reading system 21.


The digital imager's field of view 22 overlaps with the dimensioning system's field of view, and it may be advantageous to combine the digital imager 20 and the dimensioning system 10 within a fixed physical relationship (e.g., within a housing) so as to control the position/orientation of each relative to the other. Further, correlating the 3D information with a captured image may become easier as the perspectives of the dimensioning system and the digital imager are aligned.


An indicia-reading system 21 including a dimensioning system 10, a digital imager 20, and a processor 19 is shown in FIG. 3. The indicia-reading system 21 may be handheld and positioned by a user's hand 25 as shown in FIG. 1 and FIG. 2. In this system, the intrinsic variables affecting the data collection of the dimensioning system and the digital imager (e.g., range camera settings, digital imager settings) may be controlled by the processor 19, while extrinsic variables affecting the data collection (e.g., the positions of the dimensioning system and the digital imager) may be controlled by the housing. It should be noted that the arrangement of the pattern projector, range camera, and digital imager might be different from the particular arrangement illustrated in FIG. 3. For example, the pattern projector 11 and the range camera 13 may be separated by the digital imager 20. This arrangement may be used to increase the spatial offset 16 to improve depth sensing (e.g., accuracy).


An exemplary method for reading an indicium is shown in FIG. 5. An image of an object 30 and 3D information corresponding to the object 35 are acquired using a digital imager and a dimensioning system respectively. Here, the digital imager and the dimensioning system may be combined into an indicia-reading system as described previously and shown in FIG. 3.


An image-region-of-interest (i.e., image-ROI) is selected in the captured image 40. This image-ROI may be obtained in a variety of ways. For example, the image may be processed to detect the presence of an indicium. If an indicium is found, then the region of the image that includes just this indicium may be selected as the image-ROI. In another example, if a surface on an object is detected (e.g., in the image and/or in the 3D information) then the entire surface may be selected as the image-ROI.


The image-ROI may be distorted from its physical (i.e., ideal) shape/size due to a non-ideal arrangement of the object and the digital imager, such as is shown in FIG. 1. Using the image-ROI and the 3D information obtained by the dimensioning system, an ideal-region-of-interest (i.e., ideal-ROI) may be created 45. The ideal-ROI corresponds to the size/shape that the image-ROI would have were it captured using an ideal arrangement of the object and the digital imager. The ideal-ROI defines the size/shape of the target image as mentioned previously.


The target image is initially an empty image (i.e., pixels having zero value) within the ideal-ROI. The image in the image-ROI is transformed into a corrected image in the ideal ROI 50 by mapping pixels in the distorted image to the target image. This mapping may involve creating a functional relationship (e.g., a homography) between the pixels in the distorted image and pixels in the target image. In addition, sometimes interpolation is used to form pixels in the target image where a direct mapping is not available.


This transformation (i.e., warping) is graphically illustrated in FIG. 6. Here an image of a distorted indicium within an image-ROI 51 is shown. The dimensions of the image-ROI represent the length (l′) and width (w′) of the indicium as seen by the digital imager's image sensor. Using the 3D information, the image with the image-ROI may be transformed into a corrected image within an ideal-ROI 52. The ideal-ROI has a length (l) and width (w) that correspond to (but may not exactly equal) the physical length and width of the actual indicium. The orientation of the corrected image is typically the same as the distorted image. For example, as shown in FIG. 6, the relative positions of the image-ROI corners (A,B,C,D) typically do not change during the transformation.


Next in the method shown in FIG. 5, the corrected image is searched for an indicium 55. For example, when a side of an object is selected as the image-ROI, without regards for whether or not it contains an indicium, it may not contain an indicium. If an indicium is found, then the indicium is read (i.e., recognized and decoded) 60. If no indicium is found then another portion of the object may be searched. For example, if a first side of an object results in no indicia, then a second side of the object may be selected as the image-ROI. The portion of the image in this second image-ROI may be transformed and searched for an indicium. This process may continue until all sides of the object (within view of the digital imager) have been searched 65 or until an indicium is found 55 and read 60. In some cases, a corrected image may have more than one indicium. In these cases, the additional indicia may also be read 70.


The present invention also embraces a method for removing perspective distortion from an image using 3D information. A flow diagram illustrating this method is shown in FIG. 7. Here an image of a scene (i.e., field of view) is captured using a digital imager 60. In addition, 3D information corresponding to the scene is captured using a dimensioning system 65.


An illustration of the capturing process is shown in FIG. 8. Here, an object 15 is located within a scene. A system that includes a dimensioning system 10 and a digital imager 20 is positioned to acquire images and 3D information from the scene. In an exemplary embodiment, the dimensioning system projects a pattern into a field of view 12,14 that includes the object. The reflected pattern (i.e., shown as a dot pattern) 24 is imaged by the dimensioning system (i.e., the range camera) and processed to obtain 3D information regarding the scene (i.e., including the object 15). The digital imager also acquires an image of a field of view 22 that also includes the object 15.


As shown in FIG. 7, after the 3D information and the image are captured, an image-ROI is selected within the image 70. The image-ROI typically includes any portion of the object that needs to be visualized without distortion. For example, in FIG. 8 a 2D barcode 23 is shown on one side of the object 15. An image-ROI may be selected to include the portion of the image that contains this 2D barcode 23. Alternatively, an image-ROI may be selected to include the entire side of the object with the indicium.


Returning to FIG. 7, 3D information corresponding to the selected image-ROI is then obtained 75 and used to help create an ideal-ROI 80. In one possible embodiment, obtaining the 3D information includes identifying an object in the image of the scene 66 and choosing a particular object 67. This particular object is then classified by its shape (e.g., rectangular, cylindrical, etc.) 68. Classifying the object by its shape may help to determine the 3D information (e.g., dimensions) for the particular object 69 (or portion of an object) since a particular algorithm used to obtain the 3D information may depend on an object's shape.


The 3D information corresponding to the portion of the scene (e.g., object) within the image-ROI may then be used to create an ideal-ROI 80. The image in the image-ROI (i.e., the distorted image) may then be transformed into a corrected image (i.e., undistorted image) in the ideal-ROI 85. In one possible embodiment, the creation of the ideal-ROI and/or the transformation used to remove perspective distortion may depend on an object's shape. For example, a particular transform used to warp an image-ROI may be selected 90 from a plurality of transforms 95 based on the object's shape.


To supplement the present disclosure, this application incorporates entirely by reference the following commonly assigned patents, patent application publications, and patent applications:

  • U.S. Pat. No. 6,832,725; U.S. Pat. No. 7,128,266;
  • U.S. Pat. No. 7,159,783; U.S. Pat. No. 7,413,127;
  • U.S. Pat. No. 7,726,575; U.S. Pat. No. 8,294,969;
  • U.S. Pat. No. 8,317,105; U.S. Pat. No. 8,322,622;
  • U.S. Pat. No. 8,366,005; U.S. Pat. No. 8,371,507;
  • U.S. Pat. No. 8,376,233; U.S. Pat. No. 8,381,979;
  • U.S. Pat. No. 8,390,909; U.S. Pat. No. 8,408,464;
  • U.S. Pat. No. 8,408,468; U.S. Pat. No. 8,408,469;
  • U.S. Pat. No. 8,424,768; U.S. Pat. No. 8,448,863;
  • U.S. Pat. No. 8,457,013; U.S. Pat. No. 8,459,557;
  • U.S. Pat. No. 8,469,272; U.S. Pat. No. 8,474,712;
  • U.S. Pat. No. 8,479,992; U.S. Pat. No. 8,490,877;
  • U.S. Pat. No. 8,517,271; U.S. Pat. No. 8,523,076;
  • U.S. Pat. No. 8,528,818; U.S. Pat. No. 8,544,737;
  • U.S. Pat. No. 8,548,242; U.S. Pat. No. 8,548,420;
  • U.S. Pat. No. 8,550,335; U.S. Pat. No. 8,550,354;
  • U.S. Pat. No. 8,550,357; U.S. Pat. No. 8,556,174;
  • U.S. Pat. No. 8,556,176; U.S. Pat. No. 8,556,177;
  • U.S. Pat. No. 8,559,767; U.S. Pat. No. 8,599,957;
  • U.S. Pat. No. 8,561,895; U.S. Pat. No. 8,561,903;
  • U.S. Pat. No. 8,561,905; U.S. Pat. No. 8,565,107;
  • U.S. Pat. No. 8,571,307; U.S. Pat. No. 8,579,200;
  • U.S. Pat. No. 8,583,924; U.S. Pat. No. 8,584,945;
  • U.S. Pat. No. 8,587,595; U.S. Pat. No. 8,587,697;
  • U.S. Pat. No. 8,588,869; U.S. Pat. No. 8,590,789;
  • U.S. Pat. No. 8,596,539; U.S. Pat. No. 8,596,542;
  • U.S. Pat. No. 8,596,543; U.S. Pat. No. 8,599,271;
  • U.S. Pat. No. 8,599,957; U.S. Pat. No. 8,600,158;
  • U.S. Pat. No. 8,600,167; U.S. Pat. No. 8,602,309;
  • U.S. Pat. No. 8,608,053; U.S. Pat. No. 8,608,071;
  • U.S. Pat. No. 8,611,309; U.S. Pat. No. 8,615,487;
  • U.S. Pat. No. 8,616,454; U.S. Pat. No. 8,621,123;
  • U.S. Pat. No. 8,622,303; U.S. Pat. No. 8,628,013;
  • U.S. Pat. No. 8,628,015; U.S. Pat. No. 8,628,016;
  • U.S. Pat. No. 8,629,926; U.S. Pat. No. 8,630,491;
  • U.S. Pat. No. 8,635,309; U.S. Pat. No. 8,636,200;
  • U.S. Pat. No. 8,636,212; U.S. Pat. No. 8,636,215;
  • U.S. Pat. No. 8,636,224; U.S. Pat. No. 8,638,806;
  • U.S. Pat. No. 8,640,958; U.S. Pat. No. 8,640,960;
  • U.S. Pat. No. 8,643,717; U.S. Pat. No. 8,646,692;
  • U.S. Pat. No. 8,646,694; U.S. Pat. No. 8,657,200;
  • U.S. Pat. No. 8,659,397; U.S. Pat. No. 8,668,149;
  • U.S. Pat. No. 8,678,285; U.S. Pat. No. 8,678,286;
  • U.S. Pat. No. 8,682,077; U.S. Pat. No. 8,687,282;
  • U.S. Pat. No. 8,692,927; U.S. Pat. No. 8,695,880;
  • U.S. Pat. No. 8,698,949; U.S. Pat. No. 8,717,494;
  • U.S. Pat. No. 8,717,494; U.S. Pat. No. 8,720,783;
  • U.S. Pat. No. 8,723,804; U.S. Pat. No. 8,723,904;
  • U.S. Pat. No. 8,727,223; U.S. Pat. No. D702,237;
  • U.S. Pat. No. 8,740,082; U.S. Pat. No. 8,740,085;
  • U.S. Pat. No. 8,746,563; U.S. Pat. No. 8,750,445;
  • U.S. Pat. No. 8,752,766; U.S. Pat. No. 8,756,059;
  • U.S. Pat. No. 8,757,495; U.S. Pat. No. 8,760,563;
  • U.S. Pat. No. 8,763,909; U.S. Pat. No. 8,777,108;
  • U.S. Pat. No. 8,777,109; U.S. Pat. No. 8,779,898;
  • U.S. Pat. No. 8,781,520; U.S. Pat. No. 8,783,573;
  • U.S. Pat. No. 8,789,757; U.S. Pat. No. 8,789,758;
  • U.S. Pat. No. 8,789,759; U.S. Pat. No. 8,794,520;
  • U.S. Pat. No. 8,794,522; U.S. Pat. No. 8,794,525;
  • U.S. Pat. No. 8,794,526; U.S. Pat. No. 8,798,367;
  • U.S. Pat. No. 8,807,431; U.S. Pat. No. 8,807,432;
  • U.S. Pat. No. 8,820,630; U.S. Pat. No. 8,822,848;
  • U.S. Pat. No. 8,824,692; U.S. Pat. No. 8,824,696;
  • U.S. Pat. No. 8,842,849; U.S. Pat. No. 8,844,822;
  • U.S. Pat. No. 8,844,823; U.S. Pat. No. 8,849,019;
  • U.S. Pat. No. 8,851,383; U.S. Pat. No. 8,854,633;
  • U.S. Pat. No. 8,866,963; U.S. Pat. No. 8,868,421;
  • U.S. Pat. No. 8,868,519; U.S. Pat. No. 8,868,802;
  • U.S. Pat. No. 8,868,803; U.S. Pat. No. 8,870,074;
  • U.S. Pat. No. 8,879,639; U.S. Pat. No. 8,880,426;
  • U.S. Pat. No. 8,881,983; U.S. Pat. No. 8,881,987;
  • U.S. Pat. No. 8,903,172; U.S. Pat. No. 8,908,995;
  • U.S. Pat. No. 8,910,870; U.S. Pat. No. 8,910,875;
  • U.S. Pat. No. 8,914,290; U.S. Pat. No. 8,914,788;
  • U.S. Pat. No. 8,915,439; U.S. Pat. No. 8,915,444;
  • U.S. Pat. No. 8,916,789; U.S. Pat. No. 8,918,250;
  • U.S. Pat. No. 8,918,564; U.S. Pat. No. 8,925,818;
  • U.S. Pat. No. 8,939,374; U.S. Pat. No. 8,942,480;
  • U.S. Pat. No. 8,944,313; U.S. Pat. No. 8,944,327;
  • U.S. Pat. No. 8,944,332; U.S. Pat. No. 8,950,678;
  • U.S. Pat. No. 8,967,468; U.S. Pat. No. 8,971,346;
  • U.S. Pat. No. 8,976,030; U.S. Pat. No. 8,976,368;
  • U.S. Pat. No. 8,978,981; U.S. Pat. No. 8,978,983;
  • U.S. Pat. No. 8,978,984; U.S. Pat. No. 8,985,456;
  • U.S. Pat. No. 8,985,457; U.S. Pat. No. 8,985,459;
  • U.S. Pat. No. 8,985,461; U.S. Pat. No. 8,988,578;
  • U.S. Pat. No. 8,988,590; U.S. Pat. No. 8,991,704;
  • U.S. Pat. No. 8,996,194; U.S. Pat. No. 8,996,384;
  • U.S. Pat. No. 9,002,641; U.S. Pat. No. 9,007,368;
  • U.S. Pat. No. 9,010,641; U.S. Pat. No. 9,015,513;
  • U.S. Pat. No. 9,016,576; U.S. Pat. No. 9,022,288;
  • U.S. Pat. No. 9,030,964; U.S. Pat. No. 9,033,240;
  • U.S. Pat. No. 9,033,242; U.S. Pat. No. 9,036,054;
  • U.S. Pat. No. 9,037,344; U.S. Pat. No. 9,038,911;
  • U.S. Pat. No. 9,038,915; U.S. Pat. No. 9,047,098;
  • U.S. Pat. No. 9,047,359; U.S. Pat. No. 9,047,420;
  • U.S. Pat. No. 9,047,525; U.S. Pat. No. 9,047,531;
  • U.S. Pat. No. 9,053,055; U.S. Pat. No. 9,053,378;
  • U.S. Pat. No. 9,053,380; U.S. Pat. No. 9,058,526;
  • U.S. Pat. No. 9,064,165; U.S. Pat. No. 9,064,167;
  • U.S. Pat. No. 9,064,168; U.S. Pat. No. 9,064,254;
  • U.S. Pat. No. 9,066,032; U.S. Pat. No. 9,070,032;
  • U.S. Design Pat. No. D716,285;
  • U.S. Design Pat. No. D723,560;
  • U.S. Design Pat. No. D730,357;
  • U.S. Design Pat. No. D730,901;
  • U.S. Design Pat. No. D730,902;
  • U.S. Design Pat. No. D733,112;
  • U.S. Design Pat. No. D734,339;
  • International Publication No. 2013/163789;
  • International Publication No. 2013/173985;
  • International Publication No. 2014/019130;
  • International Publication No. 2014/110495;
  • U.S. Patent Application Publication No. 2008/0185432;
  • U.S. Patent Application Publication No. 2009/0134221;
  • U.S. Patent Application Publication No. 2010/0177080;
  • U.S. Patent Application Publication No. 2010/0177076;
  • U.S. Patent Application Publication No. 2010/0177707;
  • U.S. Patent Application Publication No. 2010/0177749;
  • U.S. Patent Application Publication No. 2010/0265880;
  • U.S. Patent Application Publication No. 2011/0202554;
  • U.S. Patent Application Publication No. 2012/0111946;
  • U.S. Patent Application Publication No. 2012/0168511;
  • U.S. Patent Application Publication No. 2012/0168512;
  • U.S. Patent Application Publication No. 2012/0193423;
  • U.S. Patent Application Publication No. 2012/0203647;
  • U.S. Patent Application Publication No. 2012/0223141;
  • U.S. Patent Application Publication No. 2012/0228382;
  • U.S. Patent Application Publication No. 2012/0248188;
  • U.S. Patent Application Publication No. 2013/0043312;
  • U.S. Patent Application Publication No. 2013/0082104;
  • U.S. Patent Application Publication No. 2013/0175341;
  • U.S. Patent Application Publication No. 2013/0175343;
  • U.S. Patent Application Publication No. 2013/0257744;
  • U.S. Patent Application Publication No. 2013/0257759;
  • U.S. Patent Application Publication No. 2013/0270346;
  • U.S. Patent Application Publication No. 2013/0287258;
  • U.S. Patent Application Publication No. 2013/0292475;
  • U.S. Patent Application Publication No. 2013/0292477;
  • U.S. Patent Application Publication No. 2013/0293539;
  • U.S. Patent Application Publication No. 2013/0293540;
  • U.S. Patent Application Publication No. 2013/0306728;
  • U.S. Patent Application Publication No. 2013/0306731;
  • U.S. Patent Application Publication No. 2013/0307964;
  • U.S. Patent Application Publication No. 2013/0308625;
  • U.S. Patent Application Publication No. 2013/0313324;
  • U.S. Patent Application Publication No. 2013/0313325;
  • U.S. Patent Application Publication No. 2013/0342717;
  • U.S. Patent Application Publication No. 2014/0001267;
  • U.S. Patent Application Publication No. 2014/0008439;
  • U.S. Patent Application Publication No. 2014/0025584;
  • U.S. Patent Application Publication No. 2014/0034734;
  • U.S. Patent Application Publication No. 2014/0036848;
  • U.S. Patent Application Publication No. 2014/0039693;
  • U.S. Patent Application Publication No. 2014/0042814;
  • U.S. Patent Application Publication No. 2014/0049120;
  • U.S. Patent Application Publication No. 2014/0049635;
  • U.S. Patent Application Publication No. 2014/0061306;
  • U.S. Patent Application Publication No. 2014/0063289;
  • U.S. Patent Application Publication No. 2014/0066136;
  • U.S. Patent Application Publication No. 2014/0067692;
  • U.S. Patent Application Publication No. 2014/0070005;
  • U.S. Patent Application Publication No. 2014/0071840;
  • U.S. Patent Application Publication No. 2014/0074746;
  • U.S. Patent Application Publication No. 2014/0076974;
  • U.S. Patent Application Publication No. 2014/0078341;
  • U.S. Patent Application Publication No. 2014/0078345;
  • U.S. Patent Application Publication No. 2014/0097249;
  • U.S. Patent Application Publication No. 2014/0098792;
  • U.S. Patent Application Publication No. 2014/0100813;
  • U.S. Patent Application Publication No. 2014/0103115;
  • U.S. Patent Application Publication No. 2014/0104413;
  • U.S. Patent Application Publication No. 2014/0104414;
  • U.S. Patent Application Publication No. 2014/0104416;
  • U.S. Patent Application Publication No. 2014/0104451;
  • U.S. Patent Application Publication No. 2014/0106594;
  • U.S. Patent Application Publication No. 2014/0106725;
  • U.S. Patent Application Publication No. 2014/0108010;
  • U.S. Patent Application Publication No. 2014/0108402;
  • U.S. Patent Application Publication No. 2014/0110485;
  • U.S. Patent Application Publication No. 2014/0114530;
  • U.S. Patent Application Publication No. 2014/0124577;
  • U.S. Patent Application Publication No. 2014/0124579;
  • U.S. Patent Application Publication No. 2014/0125842;
  • U.S. Patent Application Publication No. 2014/0125853;
  • U.S. Patent Application Publication No. 2014/0125999;
  • U.S. Patent Application Publication No. 2014/0129378;
  • U.S. Patent Application Publication No. 2014/0131438;
  • U.S. Patent Application Publication No. 2014/0131441;
  • U.S. Patent Application Publication No. 2014/0131443;
  • U.S. Patent Application Publication No. 2014/0131444;
  • U.S. Patent Application Publication No. 2014/0131445;
  • U.S. Patent Application Publication No. 2014/0131448;
  • U.S. Patent Application Publication No. 2014/0133379;
  • U.S. Patent Application Publication No. 2014/0136208;
  • U.S. Patent Application Publication No. 2014/0140585;
  • U.S. Patent Application Publication No. 2014/0151453;
  • U.S. Patent Application Publication No. 2014/0152882;
  • U.S. Patent Application Publication No. 2014/0158770;
  • U.S. Patent Application Publication No. 2014/0159869;
  • U.S. Patent Application Publication No. 2014/0166755;
  • U.S. Patent Application Publication No. 2014/0166759;
  • U.S. Patent Application Publication No. 2014/0168787;
  • U.S. Patent Application Publication No. 2014/0175165;
  • U.S. Patent Application Publication No. 2014/0175172;
  • U.S. Patent Application Publication No. 2014/0191644;
  • U.S. Patent Application Publication No. 2014/0191913;
  • U.S. Patent Application Publication No. 2014/0197238;
  • U.S. Patent Application Publication No. 2014/0197239;
  • U.S. Patent Application Publication No. 2014/0197304;
  • U.S. Patent Application Publication No. 2014/0214631;
  • U.S. Patent Application Publication No. 2014/0217166;
  • U.S. Patent Application Publication No. 2014/0217180;
  • U.S. Patent Application Publication No. 2014/0231500;
  • U.S. Patent Application Publication No. 2014/0232930;
  • U.S. Patent Application Publication No. 2014/0247315;
  • U.S. Patent Application Publication No. 2014/0263493;
  • U.S. Patent Application Publication No. 2014/0263645;
  • U.S. Patent Application Publication No. 2014/0267609;
  • U.S. Patent Application Publication No. 2014/0270196;
  • U.S. Patent Application Publication No. 2014/0270229;
  • U.S. Patent Application Publication No. 2014/0278387;
  • U.S. Patent Application Publication No. 2014/0278391;
  • U.S. Patent Application Publication No. 2014/0282210;
  • U.S. Patent Application Publication No. 2014/0284384;
  • U.S. Patent Application Publication No. 2014/0288933;
  • U.S. Patent Application Publication No. 2014/0297058;
  • U.S. Patent Application Publication No. 2014/0299665;
  • U.S. Patent Application Publication No. 2014/0312121;
  • U.S. Patent Application Publication No. 2014/0319220;
  • U.S. Patent Application Publication No. 2014/0319221;
  • U.S. Patent Application Publication No. 2014/0326787;
  • U.S. Patent Application Publication No. 2014/0332590;
  • U.S. Patent Application Publication No. 2014/0344943;
  • U.S. Patent Application Publication No. 2014/0346233;
  • U.S. Patent Application Publication No. 2014/0351317;
  • U.S. Patent Application Publication No. 2014/0353373;
  • U.S. Patent Application Publication No. 2014/0361073;
  • U.S. Patent Application Publication No. 2014/0361082;
  • U.S. Patent Application Publication No. 2014/0362184;
  • U.S. Patent Application Publication No. 2014/0363015;
  • U.S. Patent Application Publication No. 2014/0369511;
  • U.S. Patent Application Publication No. 2014/0374483;
  • U.S. Patent Application Publication No. 2014/0374485;
  • U.S. Patent Application Publication No. 2015/0001301;
  • U.S. Patent Application Publication No. 2015/0001304;
  • U.S. Patent Application Publication No. 2015/0003673;
  • U.S. Patent Application Publication No. 2015/0009338;
  • U.S. Patent Application Publication No. 2015/0009610;
  • U.S. Patent Application Publication No. 2015/0014416;
  • U.S. Patent Application Publication No. 2015/0021397;
  • U.S. Patent Application Publication No. 2015/0028102;
  • U.S. Patent Application Publication No. 2015/0028103;
  • U.S. Patent Application Publication No. 2015/0028104;
  • U.S. Patent Application Publication No. 2015/0029002;
  • U.S. Patent Application Publication No. 2015/0032709;
  • U.S. Patent Application Publication No. 2015/0039309;
  • U.S. Patent Application Publication No. 2015/0039878;
  • U.S. Patent Application Publication No. 2015/0040378;
  • U.S. Patent Application Publication No. 2015/0048168;
  • U.S. Patent Application Publication No. 2015/0049347;
  • U.S. Patent Application Publication No. 2015/0051992;
  • U.S. Patent Application Publication No. 2015/0053766;
  • U.S. Patent Application Publication No. 2015/0053768;
  • U.S. Patent Application Publication No. 2015/0053769;
  • U.S. Patent Application Publication No. 2015/0060544;
  • U.S. Patent Application Publication No. 2015/0062366;
  • U.S. Patent Application Publication No. 2015/0063215;
  • U.S. Patent Application Publication No. 2015/0063676;
  • U.S. Patent Application Publication No. 2015/0069130;
  • U.S. Patent Application Publication No. 2015/0071819;
  • U.S. Patent Application Publication No. 2015/0083800;
  • U.S. Patent Application Publication No. 2015/0086114;
  • U.S. Patent Application Publication No. 2015/0088522;
  • U.S. Patent Application Publication No. 2015/0096872;
  • U.S. Patent Application Publication No. 2015/0099557;
  • U.S. Patent Application Publication No. 2015/0100196;
  • U.S. Patent Application Publication No. 2015/0102109;
  • U.S. Patent Application Publication No. 2015/0115035;
  • U.S. Patent Application Publication No. 2015/0127791;
  • U.S. Patent Application Publication No. 2015/0128116;
  • U.S. Patent Application Publication No. 2015/0129659;
  • U.S. Patent Application Publication No. 2015/0133047;
  • U.S. Patent Application Publication No. 2015/0134470;
  • U.S. Patent Application Publication No. 2015/0136851;
  • U.S. Patent Application Publication No. 2015/0136854;
  • U.S. Patent Application Publication No. 2015/0142492;
  • U.S. Patent Application Publication No. 2015/0144692;
  • U.S. Patent Application Publication No. 2015/0144698;
  • U.S. Patent Application Publication No. 2015/0144701;
  • U.S. Patent Application Publication No. 2015/0149946;
  • U.S. Patent Application Publication No. 2015/0161429;
  • U.S. Patent Application Publication No. 2015/0169925;
  • U.S. Patent Application Publication No. 2015/0169929;
  • U.S. Patent Application Publication No. 2015/0178523;
  • U.S. Patent Application Publication No. 2015/0178534;
  • U.S. Patent Application Publication No. 2015/0178535;
  • U.S. Patent Application Publication No. 2015/0178536;
  • U.S. Patent Application Publication No. 2015/0178537;
  • U.S. Patent Application Publication No. 2015/0181093;
  • U.S. Patent Application Publication No. 2015/0181109;
  • U.S. patent application Ser. No. 13/367,978 for a Laser Scanning Module Employing an Elastomeric U-Hinge Based Laser Scanning Assembly, filed Feb. 7, 2012 (Feng et al.);
  • U.S. patent application Ser. No. 29/458,405 for an Electronic Device, filed Jun. 19, 2013 (Fitch et al.);
  • U.S. patent application Ser. No. 29/459,620 for an Electronic Device Enclosure, filed Jul. 2, 2013 (London et al.);
  • U.S. patent application Ser. No. 29/468,118 for an Electronic Device Case, filed Sep. 26, 2013 (Oberpriller et al.);
  • U.S. patent application Ser. No. 14/150,393 for Indicia-reader Having Unitary Construction Scanner, filed Jan. 8, 2014 (Colavito et al.);
  • U.S. patent application Ser. No. 14/200,405 for Indicia Reader for Size-Limited Applications filed Mar. 7, 2014 (Feng et al.);
  • U.S. patent application Ser. No. 14/231,898 for Hand-Mounted Indicia-Reading Device with Finger Motion Triggering filed Apr. 1, 2014 (Van Horn et al.);
  • U.S. patent application Ser. No. 29/486,759 for an Imaging Terminal, filed Apr. 2, 2014 (Oberpriller et al.);
  • U.S. patent application Ser. No. 14/257,364 for Docking System and Method Using Near Field Communication filed Apr. 21, 2014 (Showering);
  • U.S. patent application Ser. No. 14/264,173 for Autofocus Lens System for Indicia Readers filed Apr. 29, 2014 (Ackley et al.);
  • U.S. patent application Ser. No. 14/277,337 for MULTIPURPOSE OPTICAL READER, filed May 14, 2014 (Jovanovski et al.);
  • U.S. patent application Ser. No. 14/283,282 for TERMINAL HAVING ILLUMINATION AND FOCUS CONTROL filed May 21, 2014 (Liu et al.);
  • U.S. patent application Ser. No. 14/327,827 for a MOBILE-PHONE ADAPTER FOR ELECTRONIC TRANSACTIONS, filed Jul. 10, 2014 (Hejl);
  • U.S. patent application Ser. No. 14/334,934 for a SYSTEM AND METHOD FOR INDICIA VERIFICATION, filed Jul. 18, 2014 (Hejl);
  • U.S. patent application Ser. No. 14/339,708 for LASER SCANNING CODE SYMBOL READING SYSTEM, filed Jul. 24, 2014 (Xian et al.);
  • U.S. patent application Ser. No. 14/340,627 for an AXIALLY REINFORCED FLEXIBLE SCAN ELEMENT, filed Jul. 25, 2014 (Rueblinger et al.);
  • U.S. patent application Ser. No. 14/446,391 for MULTIFUNCTION POINT OF SALE APPARATUS WITH OPTICAL SIGNATURE CAPTURE filed Jul. 30, 2014 (Good et al.);
  • U.S. patent application Ser. No. 14/452,697 for INTERACTIVE INDICIA READER, filed Aug. 6, 2014 (Todeschini);
  • U.S. patent application Ser. No. 14/453,019 for DIMENSIONING SYSTEM WITH GUIDED ALIGNMENT, filed Aug. 6, 2014 (Li et al.);
  • U.S. patent application Ser. No. 14/462,801 for MOBILE COMPUTING DEVICE WITH DATA COGNITION SOFTWARE, filed on Aug. 19, 2014 (Todeschini et al.);
  • U.S. patent application Ser. No. 14/483,056 for VARIABLE DEPTH OF FIELD BARCODE SCANNER filed Sep. 10, 2014 (McCloskey et al.);
  • U.S. patent application Ser. No. 14/513,808 for IDENTIFYING INVENTORY ITEMS IN A STORAGE FACILITY filed Oct. 14, 2014 (Singel et al.);
  • U.S. patent application Ser. No. 14/519,195 for HANDHELD DIMENSIONING SYSTEM WITH FEEDBACK filed Oct. 21, 2014 (Laffargue et al.);
  • U.S. patent application Ser. No. 14/519,179 for DIMENSIONING SYSTEM WITH MULTIPATH INTERFERENCE MITIGATION filed Oct. 21, 2014 (Thuries et al.);
  • U.S. patent application Ser. No. 14/519,211 for SYSTEM AND METHOD FOR DIMENSIONING filed Oct. 21, 2014 (Ackley et al.);
  • U.S. patent application Ser. No. 14/519,233 for HANDHELD DIMENSIONER WITH DATA-QUALITY INDICATION filed Oct. 21, 2014 (Laffargue et al.);
  • U.S. patent application Ser. No. 14/519,249 for HANDHELD DIMENSIONING SYSTEM WITH MEASUREMENT-CONFORMANCE FEEDBACK filed Oct. 21, 2014 (Ackley et al.);
  • U.S. patent application Ser. No. 14/527,191 for METHOD AND SYSTEM FOR RECOGNIZING SPEECH USING WILDCARDS IN AN EXPECTED RESPONSE filed Oct. 29, 2014 (Braho et al.);
  • U.S. patent application Ser. No. 14/529,563 for ADAPTABLE INTERFACE FOR A MOBILE COMPUTING DEVICE filed Oct. 31, 2014 (Schoon et al.);
  • U.S. patent application Ser. No. 14/529,857 for BARCODE READER WITH SECURITY FEATURES filed Oct. 31, 2014 (Todeschini et al.);
  • U.S. patent application Ser. No. 14/398,542 for PORTABLE ELECTRONIC DEVICES HAVING A SEPARATE LOCATION TRIGGER UNIT FOR USE IN CONTROLLING AN APPLICATION UNIT filed Nov. 3, 2014 (Bian et al.);
  • U.S. patent application Ser. No. 14/531,154 for DIRECTING AN INSPECTOR THROUGH AN INSPECTION filed Nov. 3, 2014 (Miller et al.);
  • U.S. patent application Ser. No. 14/533,319 for BARCODE SCANNING SYSTEM USING WEARABLE DEVICE WITH EMBEDDED CAMERA filed Nov. 5, 2014 (Todeschini);
  • U.S. patent application Ser. No. 14/535,764 for CONCATENATED EXPECTED RESPONSES FOR SPEECH RECOGNITION filed Nov. 7, 2014 (Braho et al.);
  • U.S. patent application Ser. No. 14/568,305 for AUTO-CONTRAST VIEWFINDER FOR AN INDICIA READER filed Dec. 12, 2014 (Todeschini);
  • U.S. patent application Ser. No. 14/573,022 for DYNAMIC DIAGNOSTIC INDICATOR GENERATION filed Dec. 17, 2014 (Goldsmith);
  • U.S. patent application Ser. No. 14/578,627 for SAFETY SYSTEM AND METHOD filed Dec. 22, 2014 (Ackley et al.);
  • U.S. patent application Ser. No. 14/580,262 for MEDIA GATE FOR THERMAL TRANSFER PRINTERS filed Dec. 23, 2014 (Bowles);
  • U.S. patent application Ser. No. 14/590,024 for SHELVING AND PACKAGE LOCATING SYSTEMS FOR DELIVERY VEHICLES filed Jan. 6, 2015 (Payne);
  • U.S. patent application Ser. No. 14/596,757 for SYSTEM AND METHOD FOR DETECTING BARCODE PRINTING ERRORS filed Jan. 14, 2015 (Ackley);
  • U.S. patent application Ser. No. 14/416,147 for OPTICAL READING APPARATUS HAVING VARIABLE SETTINGS filed Jan. 21, 2015 (Chen et al.);
  • U.S. patent application Ser. No. 14/614,706 for DEVICE FOR SUPPORTING AN ELECTRONIC TOOL ON A USER'S HAND filed Feb. 5, 2015 (Oberpriller et al.);
  • U.S. patent application Ser. No. 14/614,796 for CARGO APPORTIONMENT TECHNIQUES filed Feb. 5, 2015 (Morton et al.);
  • U.S. patent application Ser. No. 29/516,892 for TABLE COMPUTER filed Feb. 6, 2015 (Bidwell et al.);
  • U.S. patent application Ser. No. 14/619,093 for METHODS FOR TRAINING A SPEECH RECOGNITION SYSTEM filed Feb. 11, 2015 (Pecorari);
  • U.S. patent application Ser. No. 14/628,708 for DEVICE, SYSTEM, AND METHOD FOR DETERMINING THE STATUS OF CHECKOUT LANES filed Feb. 23, 2015 (Todeschini);
  • U.S. patent application Ser. No. 14/630,841 for TERMINAL INCLUDING IMAGING ASSEMBLY filed Feb. 25, 2015 (Gomez et al.);
  • U.S. patent application Ser. No. 14/635,346 for SYSTEM AND METHOD FOR RELIABLE STORE-AND-FORWARD DATA HANDLING BY ENCODED INFORMATION READING TERMINALS filed Mar. 2, 2015 (Sevier);
  • U.S. patent application Ser. No. 29/519,017 for SCANNER filed Mar. 2, 2015 (Zhou et al.);
  • U.S. patent application Ser. No. 14/405,278 for DESIGN PATTERN FOR SECURE STORE filed Mar. 9, 2015 (Zhu et al.);
  • U.S. patent application Ser. No. 14/660,970 for DECODABLE INDICIA READING TERMINAL WITH COMBINED ILLUMINATION filed Mar. 18, 2015 (Kearney et al.);
  • U.S. patent application Ser. No. 14/661,013 for REPROGRAMMING SYSTEM AND METHOD FOR DEVICES INCLUDING PROGRAMMING SYMBOL filed Mar. 18, 2015 (Soule et al.);
  • U.S. patent application Ser. No. 14/662,922 for MULTIFUNCTION POINT OF SALE SYSTEM filed Mar. 19, 2015 (Van Horn et al.);
  • U.S. patent application Ser. No. 14/663,638 for VEHICLE MOUNT COMPUTER WITH CONFIGURABLE IGNITION SWITCH BEHAVIOR filed Mar. 20, 2015 (Davis et al.);
  • U.S. patent application Ser. No. 14/664,063 for METHOD AND APPLICATION FOR SCANNING A BARCODE WITH A SMART DEVICE WHILE CONTINUOUSLY RUNNING AND DISPLAYING AN APPLICATION ON THE SMART DEVICE DISPLAY filed Mar. 20, 2015 (Todeschini);
  • U.S. patent application Ser. No. 14/669,280 for TRANSFORMING COMPONENTS OF A WEB PAGE TO VOICE PROMPTS filed Mar. 26, 2015 (Funyak et al.);
  • U.S. patent application Ser. No. 14/674,329 for AIMER FOR BARCODE SCANNING filed Mar. 31, 2015 (Bidwell);
  • U.S. patent application Ser. No. 14/676,109 for INDICIA READER filed Apr. 1, 2015 (Huck);
  • U.S. patent application Ser. No. 14/676,327 for DEVICE MANAGEMENT PROXY FOR SECURE DEVICES filed Apr. 1, 2015 (Yeakley et al.);
  • U.S. patent application Ser. No. 14/676,898 for NAVIGATION SYSTEM CONFIGURED TO INTEGRATE MOTION SENSING DEVICE INPUTS filed Apr. 2, 2015 (Showering);
  • U.S. patent application Ser. No. 14/679,275 for DIMENSIONING SYSTEM CALIBRATION SYSTEMS AND METHODS filed Apr. 6, 2015 (Laffargue et al.);
  • U.S. patent application Ser. No. 29/523,098 for HANDLE FOR A TABLET COMPUTER filed Apr. 7, 2015 (Bidwell et al.);
  • U.S. patent application Ser. No. 14/682,615 for SYSTEM AND METHOD FOR POWER MANAGEMENT OF MOBILE DEVICES filed Apr. 9, 2015 (Murawski et al.);
  • U.S. patent application Ser. No. 14/686,822 for MULTIPLE PLATFORM SUPPORT SYSTEM AND METHOD filed Apr. 15, 2015 (Qu et al.);
  • U.S. patent application Ser. No. 14/687,289 for SYSTEM FOR COMMUNICATION VIA A PERIPHERAL HUB filed Apr. 15, 2015 (Kohtz et al.);
  • U.S. patent application Ser. No. 29/524,186 for SCANNER filed Apr. 17, 2015 (Zhou et al.);
  • U.S. patent application Ser. No. 14/695,364 for MEDICATION MANAGEMENT SYSTEM filed Apr. 24, 2015 (Sewell et al.);
  • U.S. patent application Ser. No. 14/695,923 for SECURE UNATTENDED NETWORK AUTHENTICATION filed Apr. 24, 2015 (Kubler et al.);
  • U.S. patent application Ser. No. 29/525,068 for TABLET COMPUTER WITH REMOVABLE SCANNING DEVICE filed Apr. 27, 2015 (Schulte et al.);
  • U.S. patent application Ser. No. 14/699,436 for SYMBOL READING SYSTEM HAVING PREDICTIVE DIAGNOSTICS filed Apr. 29, 2015 (Nahill et al.);
  • U.S. patent application Ser. No. 14/702,110 for SYSTEM AND METHOD FOR REGULATING BARCODE DATA INJECTION INTO A RUNNING APPLICATION ON A SMART DEVICE filed May 1, 2015 (Todeschini et al.);
  • U.S. patent application Ser. No. 14/702,979 for TRACKING BATTERY CONDITIONS filed May 4, 2015 (Young et al.);
  • U.S. patent application Ser. No. 14/704,050 for INTERMEDIATE LINEAR POSITIONING filed May 5, 2015 (Charpentier et al.);
  • U.S. patent application Ser. No. 14/705,012 for HANDS-FREE HUMAN MACHINE INTERFACE RESPONSIVE TO A DRIVER OF A VEHICLE filed May 6, 2015 (Fitch et al.);
  • U.S. patent application Ser. No. 14/705,407 for METHOD AND SYSTEM TO PROTECT SOFTWARE-BASED NETWORK-CONNECTED DEVICES FROM ADVANCED PERSISTENT THREAT filed May 6, 2015 (Hussey et al.);
  • U.S. patent application Ser. No. 14/707,037 for SYSTEM AND METHOD FOR DISPLAY OF INFORMATION USING A VEHICLE-MOUNT COMPUTER filed May 8, 2015 (Chamberlin);
  • U.S. patent application Ser. No. 14/707,123 for APPLICATION INDEPENDENT DEX/UCS INTERFACE filed May 8, 2015 (Pape);
  • U.S. patent application Ser. No. 14/707,492 for METHOD AND APPARATUS FOR READING OPTICAL INDICIA USING A PLURALITY OF DATA SOURCES filed May 8, 2015 (Smith et al.);
  • U.S. patent application Ser. No. 14/710,666 for PRE-PAID USAGE SYSTEM FOR ENCODED INFORMATION READING TERMINALS filed May 13, 2015 (Smith);
  • U.S. patent application Ser. No. 29/526,918 for CHARGING BASE filed May 14, 2015 (Fitch et al.);
  • U.S. patent application Ser. No. 14/715,672 for AUGUMENTED REALITY ENABLED HAZARD DISPLAY filed May 19, 2015 (Venkatesha et al.);
  • U.S. patent application Ser. No. 14/715,916 for EVALUATING IMAGE VALUES filed May 19, 2015 (Ackley);
  • U.S. patent application Ser. No. 14/722,608 for INTERACTIVE USER INTERFACE FOR CAPTURING A DOCUMENT IN AN IMAGE SIGNAL filed May 27, 2015 (Showering et al.);
  • U.S. patent application Ser. No. 29/528,165 for IN-COUNTER BARCODE SCANNER filed May 27, 2015 (Oberpriller et al.);
  • U.S. patent application Ser. No. 14/724,134 for ELECTRONIC DEVICE WITH WIRELESS PATH SELECTION CAPABILITY filed May 28, 2015 (Wang et al.);
  • U.S. patent application Ser. No. 14/724,849 for METHOD OF PROGRAMMING THE DEFAULT CABLE INTERFACE SOFTWARE IN AN INDICIA READING DEVICE filed May 29, 2015 (Barten);
  • U.S. patent application Ser. No. 14/724,908 for IMAGING APPARATUS HAVING IMAGING ASSEMBLY filed May 29, 2015 (Barber et al.);
  • U.S. patent application Ser. No. 14/725,352 for APPARATUS AND METHODS FOR MONITORING ONE OR MORE PORTABLE DATA TERMINALS (Caballero et al.);
  • U.S. patent application Ser. No. 29/528,590 for ELECTRONIC DEVICE filed May 29, 2015 (Fitch et al.);
  • U.S. patent application Ser. No. 29/528,890 for MOBILE COMPUTER HOUSING filed Jun. 2, 2015 (Fitch et al.);
  • U.S. patent application Ser. No. 14/728,397 for DEVICE MANAGEMENT USING VIRTUAL INTERFACES CROSS-REFERENCE TO RELATED APPLICATIONS filed Jun. 2, 2015 (Caballero);
  • U.S. patent application Ser. No. 14/732,870 for DATA COLLECTION MODULE AND SYSTEM filed Jun. 8, 2015 (Powilleit);
  • U.S. patent application Ser. No. 29/529,441 for INDICIA READING DEVICE filed Jun. 8, 2015 (Zhou et al.);
  • U.S. patent application Ser. No. 14/735,717 for INDICIA-READING SYSTEMS HAVING AN INTERFACE WITH A USER'S NERVOUS SYSTEM filed Jun. 10, 2015 (Todeschini);
  • U.S. patent application Ser. No. 14/738,038 for METHOD OF AND SYSTEM FOR DETECTING OBJECT WEIGHING INTERFERENCES filed Jun. 12, 2015 (Amundsen et al.);
  • U.S. patent application Ser. No. 14/740,320 for TACTILE SWITCH FOR A MOBILE ELECTRONIC DEVICE filed Jun. 16, 2015 (Bandringa);
  • U.S. patent application Ser. No. 14/740,373 for CALIBRATING A VOLUME DIMENSIONER filed Jun. 16, 2015 (Ackley et al.);
  • U.S. patent application Ser. No. 14/742,818 for INDICIA READING SYSTEM EMPLOYING DIGITAL GAIN CONTROL filed Jun. 18, 2015 (Xian et al.);
  • U.S. patent application Ser. No. 14/743,257 for WIRELESS MESH POINT PORTABLE DATA TERMINAL filed Jun. 18, 2015 (Wang et al.);
  • U.S. patent application Ser. No. 29/530,600 for CYCLONE filed Jun. 18, 2015 (Vargo et al);
  • U.S. patent application Ser. No. 14/744,633 for IMAGING APPARATUS COMPRISING IMAGE SENSOR ARRAY HAVING SHARED GLOBAL SHUTTER CIRCUITRY filed Jun. 19, 2015 (Wang);
  • U.S. patent application Ser. No. 14/744,836 for CLOUD-BASED SYSTEM FOR READING OF DECODABLE INDICIA filed Jun. 19, 2015 (Todeschini et al.);
  • U.S. patent application Ser. No. 14/745,006 for SELECTIVE OUTPUT OF DECODED MESSAGE DATA filed Jun. 19, 2015 (Todeschini et al.);
  • U.S. patent application Ser. No. 14/747,197 for OPTICAL PATTERN PROJECTOR filed Jun. 23, 2015 (Thuries et al.);
  • U.S. patent application Ser. No. 14/747,490 for DUAL-PROJECTOR THREE-DIMENSIONAL SCANNER filed Jun. 23, 2015 (Jovanovski et al.); and
  • U.S. patent application Ser. No. 14/748,446 for CORDLESS INDICIA READER WITH A MULTIFUNCTION COIL FOR WIRELESS CHARGING AND EAS DEACTIVATION, filed Jun. 24, 2015 (Xie et al.).


In the specification and/or figures, typical embodiments of the invention have been disclosed. The present invention is not limited to such exemplary embodiments. The use of the term “and/or” includes any and all combinations of one or more of the associated listed items. The figures are schematic representations and so are not necessarily drawn to scale. Unless otherwise noted, specific terms have been used in a generic and descriptive sense and not for purposes of limitation.

Claims
  • 1. A method for reading an indicium, the method comprising: capturing an image of an object using a digital imager;computing in real-time, using a dimensioning system, three-dimensional (3D) information corresponding to the object;selecting an image-region-of-interest (image-ROI) in the image, the image-ROI containing at least a portion of the object;creating an ideal-region-of-interest (ideal-ROI) using the 3D information corresponding to the portion of the object within the image-ROI, wherein dimensions of the ideal-ROI correspond to physical dimensions of the portion of the object contained in the image-ROI, and wherein the physical dimensions are determined using the 3D information;transforming the portion of the image within the image-ROI into a corrected image within the ideal-ROI;searching for an indicium in the corrected image; andif an indicium can be found, then reading the indicium in the corrected image.
  • 2. The method according to claim 1, further comprising: if an indicium cannot be found in the corrected image, then repeating the steps of selecting, creating, transforming, and searching until an indicium is found or until all portions of the object that are visible to the digital imager have been searched.
  • 3. The method according to claim 1, further comprising after the step of reading the indicium: if additional indicia are found in the corrected image, then reading the additional indicia.
  • 4. The method according to claim 1, wherein the selecting an image-ROI in the image comprises: detecting an indicium in the image; andselecting a region in the image that includes just the indicium.
  • 5. The method according to claim 1, wherein the selecting an image-ROI in the image comprises: detecting a surface on the object using the 3D information; andselecting a region of the image that includes just the surface.
  • 6. The method according to claim 1, wherein the 3D information corresponding to the portion of the object within the image-ROI comprises the physical curvature of the portion of the object contained in the image-ROI.
  • 7. The method according to claim 1, wherein the 3D information corresponding to the portion of the object within the image-ROI comprises the surface-roughness and/or surface-features of the portion of the object contained in the image-ROI.
  • 8. The method according to claim 1, wherein the 3D information corresponding to the portion of the object within the image-ROI comprises the physical position of the portion of the object contained in the image-ROI, the physical position being relative to the digital imager's image sensor.
  • 9. The method according to claim 1, wherein transforming the portion of the image within the image-ROI into a corrected image within the ideal-ROI comprises computing a homography between the image-ROI and the ideal-ROI.
  • 10. A method for removing perspective distortion from an image using three-dimensional (3D) information, the method comprising: capturing, using a digital imager, an image of a scene;computing in real time, using a dimensioning system, 3D information corresponding to the scene;selecting an image-region-of-interest (image-ROI) in the image;creating, using the 3D information corresponding to the portion of the scene within the image-ROI, an ideal-region-of-interest (ideal-ROI), wherein dimensions of the ideal-ROI correspond to physical dimensions of the portion of the scene within the image-ROI, and wherein the physical dimensions are determined using the 3D information; andtransforming, the image in the image-ROI into a corrected image in the ideal-ROI to remove the perspective distortion.
  • 11. The method according to claim 10, wherein the computing in real time 3D information comprises: identifying objects in the image of the scene;choosing a particular object;classifying the particular object by its shape;obtaining, based on the particular object's shape, 3D information corresponding to the particular object.
  • 12. The method according to claim 11, wherein creating an ideal-ROI comprises using the particular-object's shape classification.
  • 13. The method according to claim 11, wherein transforming the image in the image-ROI into a corrected image in the ideal-ROI to remove perspective distortion, comprises: selecting a transformation from a plurality of transformations, the selection based on the particular-object's shape classification.
  • 14. An indicia-reading system comprising: a dimensioning system to compute in real time 3D information about a scene, the dimensioning system comprising a pattern projector and a range camera;a digital imager to capture an image of the scene; anda processor communicatively coupled to the dimensioning system and the digital imager, the processor configured by software to: select an image-region-of-interest (image-ROI) within the image of the scene, the image-ROI containing a distorted indicium,transform the portion of the image within the image-ROI into a corrected image using 3D information corresponding to the portion of the scene within the image-ROI, the corrected image containing an undistorted indicium, andread the undistorted indicium in the corrected image.
  • 15. The indicia-reading system according to claim 14, wherein the dimensioning system comprises: the pattern projector configured to project infrared (IR) light in the form of a transmitted pattern, andthe range camera configured to capture images of IR light reflected from the scene in the form of a reflected pattern.
  • 16. The indicia-reading system according to claim 15, wherein the pattern projector and the range camera are positioned stereoscopically so that spatial differences between the transmitted pattern and the reflected pattern determine range.
  • 17. The indicia-reading system according to claim 14, wherein the digital imager is an imaging indicia reader.
  • 18. The indicia-reading system according to claim 14, wherein the dimensioning system, the digital imager, and the processor are contained in a handheld housing.
  • 19. The indicia-reading system according to claim 14, wherein the digital imager is a camera for imaging visible light.
US Referenced Citations (976)
Number Name Date Kind
3971065 Bayer Jul 1976 A
4026031 Siddall et al. May 1977 A
4279328 Ahlbom Jul 1981 A
4398811 Nishioka et al. Aug 1983 A
4495559 Gelatt, Jr. Jan 1985 A
4730190 Win et al. Mar 1988 A
4803639 Steele et al. Feb 1989 A
4914460 Caimi et al. Apr 1990 A
4974919 Muraki et al. Dec 1990 A
5111325 DeJager May 1992 A
5175601 Fitts Dec 1992 A
5184733 Amarson et al. Feb 1993 A
5198648 Hibbard Mar 1993 A
5220536 Stringer et al. Jun 1993 A
5243619 Albers et al. Sep 1993 A
5331118 Jensen Jul 1994 A
5359185 Hanson Oct 1994 A
5384901 Glassner et al. Jan 1995 A
5477622 Skalnik Dec 1995 A
5548707 LoNegro et al. Aug 1996 A
5555090 Schmutz Sep 1996 A
5561526 Huber et al. Oct 1996 A
5590060 Granville et al. Dec 1996 A
5592333 Lewis Jan 1997 A
5606534 Stringer et al. Feb 1997 A
5619245 Kessler et al. Apr 1997 A
5655095 LoNegro et al. Aug 1997 A
5661561 Wurz et al. Aug 1997 A
5699161 Woodworth Dec 1997 A
5729750 Ishida Mar 1998 A
5730252 Herbinet Mar 1998 A
5732147 Tao Mar 1998 A
5734476 Dlugos Mar 1998 A
5737074 Haga et al. Apr 1998 A
5748199 Palm May 1998 A
5767962 Suzuki et al. Jun 1998 A
5802092 Endriz Sep 1998 A
5808657 Kurtz et al. Sep 1998 A
5831737 Stringer et al. Nov 1998 A
5850370 Stringer et al. Dec 1998 A
5850490 Johnson Dec 1998 A
5869827 Rando Feb 1999 A
5870220 Migdal et al. Feb 1999 A
5900611 Hecht May 1999 A
5923428 Woodworth Jul 1999 A
5929856 LoNegro et al. Jul 1999 A
5938710 Lanza et al. Aug 1999 A
5959568 Woolley Sep 1999 A
5960098 Tao Sep 1999 A
5969823 Wurz et al. Oct 1999 A
5978512 Kim et al. Nov 1999 A
5979760 Freyman et al. Nov 1999 A
5988862 Kacyra et al. Nov 1999 A
5991041 Woodworth Nov 1999 A
6009189 Schaack Dec 1999 A
6025847 Marks Feb 2000 A
6035067 Ponticos Mar 2000 A
6049386 Stringer et al. Apr 2000 A
6053409 Brobst et al. Apr 2000 A
6064759 Buckley et al. May 2000 A
6067110 Nonaka et al. May 2000 A
6069696 McQueen et al. May 2000 A
6115114 Berg et al. Sep 2000 A
6137577 Woodworth Oct 2000 A
6177999 Wurz et al. Jan 2001 B1
6189223 Haug Feb 2001 B1
6232597 Kley May 2001 B1
6236403 Chaki May 2001 B1
6246468 Dimsdale Jun 2001 B1
6333749 Reinhardt et al. Dec 2001 B1
6336587 He et al. Jan 2002 B1
6369401 Lee Apr 2002 B1
6373579 Ober et al. Apr 2002 B1
6429803 Kumar Aug 2002 B1
6457642 Good et al. Oct 2002 B1
6507406 Yagi et al. Jan 2003 B1
6517004 Good et al. Feb 2003 B2
6519550 D'Hooge et al. Feb 2003 B1
6535776 Tobin et al. Mar 2003 B1
6661521 Stern Dec 2003 B1
6674904 McQueen Jan 2004 B1
6705526 Zhu et al. Mar 2004 B1
6773142 Rekow Aug 2004 B2
6781621 Gobush et al. Aug 2004 B1
6804269 Lizotte et al. Oct 2004 B2
6824058 Patel et al. Nov 2004 B2
6832725 Gardiner et al. Dec 2004 B2
6858857 Pease et al. Feb 2005 B2
6912293 Korobkin Jun 2005 B1
6922632 Foxlin Jul 2005 B2
6971580 Zhu et al. Dec 2005 B2
6995762 Pavlidis et al. Feb 2006 B1
7057632 Yamawaki et al. Jun 2006 B2
7085409 Sawhney et al. Aug 2006 B2
7086162 Tyroler Aug 2006 B2
7104453 Zhu et al. Sep 2006 B1
7128266 Zhu et al. Oct 2006 B2
7137556 Bonner et al. Nov 2006 B1
7159783 Walczyk et al. Jan 2007 B2
7161688 Bonner et al. Jan 2007 B1
7205529 Andersen et al. Apr 2007 B2
7214954 Schopp May 2007 B2
7233682 Levine Jun 2007 B2
7277187 Smith et al. Oct 2007 B2
7307653 Dutta Dec 2007 B2
7310431 Gokturk et al. Dec 2007 B2
7313264 Crampton Dec 2007 B2
7353137 Vock et al. Apr 2008 B2
7413127 Ehrhart et al. Aug 2008 B2
7509529 Colucci et al. Mar 2009 B2
7527205 Zhu May 2009 B2
7586049 Wurz Sep 2009 B2
7602404 Reinhardt et al. Oct 2009 B1
7614563 Nunnink et al. Nov 2009 B1
7639722 Paxton et al. Dec 2009 B1
7726206 Terrafranca, Jr. et al. Jun 2010 B2
7726575 Wang et al. Jun 2010 B2
7780084 Zhang et al. Aug 2010 B2
7788883 Buckley et al. Sep 2010 B2
7912320 Minor Mar 2011 B1
7974025 Topliss Jul 2011 B2
8009358 Zalevsky et al. Aug 2011 B2
8027096 Feng et al. Sep 2011 B2
8028501 Buckley et al. Oct 2011 B2
8050461 Shpunt et al. Nov 2011 B2
8055061 Katano Nov 2011 B2
8061610 Nunnink Nov 2011 B2
8072581 Breiholz Dec 2011 B1
8102395 Kondo et al. Jan 2012 B2
8132728 Dwinell et al. Mar 2012 B2
8134717 Pangrazio et al. Mar 2012 B2
8149224 Kuo et al. Apr 2012 B1
8194097 Xiao et al. Jun 2012 B2
8201737 Palacios Durazo et al. Jun 2012 B1
8212158 Wiest Jul 2012 B2
8212889 Chanas et al. Jul 2012 B2
8224133 Popovich et al. Jul 2012 B2
8228510 Pangrazio et al. Jul 2012 B2
8230367 Bell et al. Jul 2012 B2
8294969 Plesko Oct 2012 B2
8301027 Shaw et al. Oct 2012 B2
8305458 Hara Nov 2012 B2
8310656 Zalewski Nov 2012 B2
8313380 Zalewski et al. Nov 2012 B2
8317105 Kotlarsky et al. Nov 2012 B2
8320621 McEldowney Nov 2012 B2
8322622 Liu Dec 2012 B2
8339462 Stec et al. Dec 2012 B2
8350959 Topliss et al. Jan 2013 B2
8351670 Ijiri et al. Jan 2013 B2
8366005 Kotlarsky et al. Feb 2013 B2
8368762 Chen et al. Feb 2013 B1
8371507 Haggerty et al. Feb 2013 B2
8374498 Pastore Feb 2013 B2
8376233 Van Horn et al. Feb 2013 B2
8381976 Mohideen et al. Feb 2013 B2
8381979 Franz Feb 2013 B2
8390909 Plesko Mar 2013 B2
8408464 Zhu et al. Apr 2013 B2
8408468 Horn et al. Apr 2013 B2
8408469 Good Apr 2013 B2
8424768 Rueblinger et al. Apr 2013 B2
8437539 Komatsu et al. May 2013 B2
8441749 Brown et al. May 2013 B2
8448863 Xian et al. May 2013 B2
8457013 Essinger et al. Jun 2013 B2
8459557 Havens et al. Jun 2013 B2
8463079 Ackley et al. Jun 2013 B2
8469272 Kearney Jun 2013 B2
8474712 Kearney et al. Jul 2013 B2
8479992 Kotlarsky et al. Jul 2013 B2
8490877 Kearney Jul 2013 B2
8517271 Kotlarsky et al. Aug 2013 B2
8523076 Good Sep 2013 B2
8528818 Ehrhart et al. Sep 2013 B2
8544737 Gomez et al. Oct 2013 B2
8548420 Grunow et al. Oct 2013 B2
8550335 Samek et al. Oct 2013 B2
8550354 Gannon et al. Oct 2013 B2
8550357 Kearney Oct 2013 B2
8556174 Kosecki et al. Oct 2013 B2
8556176 Van Horn et al. Oct 2013 B2
8556177 Hussey et al. Oct 2013 B2
8559767 Barber et al. Oct 2013 B2
8561895 Gomez et al. Oct 2013 B2
8561903 Sauerwein Oct 2013 B2
8561905 Edmonds et al. Oct 2013 B2
8565107 Pease et al. Oct 2013 B2
8570343 Halstead Oct 2013 B2
8571307 Li et al. Oct 2013 B2
8576390 Nunnink Nov 2013 B1
8579200 Samek et al. Nov 2013 B2
8583924 Caballero et al. Nov 2013 B2
8584945 Wang et al. Nov 2013 B2
8587595 Wang Nov 2013 B2
8587697 Hussey et al. Nov 2013 B2
8588869 Sauerwein et al. Nov 2013 B2
8590789 Nahill et al. Nov 2013 B2
8594425 Gurman et al. Nov 2013 B2
8596539 Havens et al. Dec 2013 B2
8596542 Havens et al. Dec 2013 B2
8596543 Havens et al. Dec 2013 B2
8599271 Havens et al. Dec 2013 B2
8599957 Peake et al. Dec 2013 B2
8600158 Li et al. Dec 2013 B2
8600167 Showering Dec 2013 B2
8602309 Longacre et al. Dec 2013 B2
8608053 Meier et al. Dec 2013 B2
8608071 Liu et al. Dec 2013 B2
8611309 Wang et al. Dec 2013 B2
8615487 Gomez et al. Dec 2013 B2
8621123 Caballero Dec 2013 B2
8622303 Meier et al. Jan 2014 B2
8628013 Ding Jan 2014 B2
8628015 Wang et al. Jan 2014 B2
8628016 Winegar Jan 2014 B2
8629926 Wang Jan 2014 B2
8630491 Longacre et al. Jan 2014 B2
8635309 Berthiaume et al. Jan 2014 B2
8636200 Kearney Jan 2014 B2
8636212 Nahill et al. Jan 2014 B2
8636215 Ding et al. Jan 2014 B2
8636224 Wang Jan 2014 B2
8638806 Wang et al. Jan 2014 B2
8640958 Lu et al. Feb 2014 B2
8640960 Wang et al. Feb 2014 B2
8643717 Li et al. Feb 2014 B2
8646692 Meier et al. Feb 2014 B2
8646694 Wang et al. Feb 2014 B2
8657200 Ren et al. Feb 2014 B2
8659397 Vargo et al. Feb 2014 B2
8668149 Good Mar 2014 B2
8678285 Kearney Mar 2014 B2
8678286 Smith et al. Mar 2014 B2
8682077 Longacre Mar 2014 B1
D702237 Oberpriller et al. Apr 2014 S
8687282 Feng et al. Apr 2014 B2
8692927 Pease et al. Apr 2014 B2
8695880 Bremer et al. Apr 2014 B2
8698949 Grunow et al. Apr 2014 B2
8702000 Barber et al. Apr 2014 B2
8717494 Gannon May 2014 B2
8720783 Biss et al. May 2014 B2
8723804 Fletcher et al. May 2014 B2
8723904 Marty et al. May 2014 B2
8727223 Wang May 2014 B2
8740082 Wilz Jun 2014 B2
8740085 Furlong et al. Jun 2014 B2
8746563 Hennick et al. Jun 2014 B2
8750445 Peake et al. Jun 2014 B2
8752766 Xian et al. Jun 2014 B2
8756059 Braho et al. Jun 2014 B2
8757495 Qu et al. Jun 2014 B2
8760563 Koziol et al. Jun 2014 B2
8763909 Reed et al. Jul 2014 B2
8777108 Coyle Jul 2014 B2
8777109 Oberpriller et al. Jul 2014 B2
8779898 Havens et al. Jul 2014 B2
8781520 Payne et al. Jul 2014 B2
8783573 Havens et al. Jul 2014 B2
8789757 Barten Jul 2014 B2
8789758 Hawley et al. Jul 2014 B2
8789759 Xian et al. Jul 2014 B2
8792688 Unsworth Jul 2014 B2
8794520 Wang et al. Aug 2014 B2
8794522 Ehrhart Aug 2014 B2
8794525 Amundsen et al. Aug 2014 B2
8794526 Wang et al. Aug 2014 B2
8798367 Ellis Aug 2014 B2
8807431 Wang et al. Aug 2014 B2
8807432 Van Horn et al. Aug 2014 B2
8810779 Hilde Aug 2014 B1
8820630 Qu et al. Sep 2014 B2
8822806 Cockerell et al. Sep 2014 B2
8822848 Meagher Sep 2014 B2
8824692 Sheerin et al. Sep 2014 B2
8824696 Braho Sep 2014 B2
8842849 Wahl et al. Sep 2014 B2
8844822 Kotlarsky et al. Sep 2014 B2
8844823 Fritz et al. Sep 2014 B2
8849019 Li et al. Sep 2014 B2
D716285 Chaney et al. Oct 2014 S
8851383 Yeakley et al. Oct 2014 B2
8854633 Laffargue Oct 2014 B2
8866963 Grunow et al. Oct 2014 B2
8868421 Braho et al. Oct 2014 B2
8868519 Maloy et al. Oct 2014 B2
8868802 Barten Oct 2014 B2
8868803 Caballero Oct 2014 B2
8870074 Gannon Oct 2014 B1
8879639 Sauerwein Nov 2014 B2
8880426 Smith Nov 2014 B2
8881983 Havens et al. Nov 2014 B2
8881987 Wang Nov 2014 B2
8897596 Passmore et al. Nov 2014 B1
8903172 Smith Dec 2014 B2
8908277 Pesach et al. Dec 2014 B2
8908995 Benos et al. Dec 2014 B2
8910870 Li et al. Dec 2014 B2
8910875 Ren et al. Dec 2014 B2
8914290 Hendrickson et al. Dec 2014 B2
8914788 Pettinelli et al. Dec 2014 B2
8915439 Feng et al. Dec 2014 B2
8915444 Havens et al. Dec 2014 B2
8916789 Woodburn Dec 2014 B2
8918250 Hollifield Dec 2014 B2
8918564 Caballero Dec 2014 B2
8925818 Kosecki et al. Jan 2015 B2
8928896 Kennington et al. Jan 2015 B2
8939374 Jovanovski et al. Jan 2015 B2
8942480 Ellis Jan 2015 B2
8944313 Williams et al. Feb 2015 B2
8944327 Meier et al. Feb 2015 B2
8944332 Harding et al. Feb 2015 B2
8950678 Germaine et al. Feb 2015 B2
D723560 Zhou et al. Mar 2015 S
8967468 Gomez et al. Mar 2015 B2
8971346 Sevier Mar 2015 B2
8976030 Cunningham et al. Mar 2015 B2
8976368 Akel et al. Mar 2015 B2
8978981 Guan Mar 2015 B2
8978983 Bremer et al. Mar 2015 B2
8978984 Hennick et al. Mar 2015 B2
8985456 Zhu et al. Mar 2015 B2
8985457 Soule et al. Mar 2015 B2
8985459 Kearney et al. Mar 2015 B2
8985461 Gelay et al. Mar 2015 B2
8988578 Showering Mar 2015 B2
8988590 Gillet et al. Mar 2015 B2
8991704 Hopper et al. Mar 2015 B2
8993974 Goodwin Mar 2015 B2
8996194 Davis et al. Mar 2015 B2
8996384 Funyak et al. Mar 2015 B2
8998091 Edmonds et al. Apr 2015 B2
9002641 Showering Apr 2015 B2
9007368 Laffargue et al. Apr 2015 B2
9010641 Qu et al. Apr 2015 B2
9014441 Truyen et al. Apr 2015 B2
9015513 Murawski et al. Apr 2015 B2
9016576 Brady et al. Apr 2015 B2
D730357 Fitch et al. May 2015 S
9022288 Nahill et al. May 2015 B2
9030964 Essinger et al. May 2015 B2
9033240 Smith et al. May 2015 B2
9033242 Gillet et al. May 2015 B2
9036054 Koziol et al. May 2015 B2
9037344 Chamberlin May 2015 B2
9038911 Xian et al. May 2015 B2
9038915 Smith May 2015 B2
D730901 Oberpriller et al. Jun 2015 S
D730902 Fitch et al. Jun 2015 S
D733112 Chaney et al. Jun 2015 S
9047098 Barten Jun 2015 B2
9047359 Caballero et al. Jun 2015 B2
9047420 Caballero Jun 2015 B2
9047525 Barber Jun 2015 B2
9047531 Showering et al. Jun 2015 B2
9049640 Wang et al. Jun 2015 B2
9053055 Caballero Jun 2015 B2
9053378 Hou et al. Jun 2015 B1
9053380 Xian et al. Jun 2015 B2
9057641 Amundsen et al. Jun 2015 B2
9058526 Powilleit Jun 2015 B2
9064165 Havens et al. Jun 2015 B2
9064167 Xian et al. Jun 2015 B2
9064168 Todeschini et al. Jun 2015 B2
9064254 Todeschini et al. Jun 2015 B2
9066032 Wang Jun 2015 B2
9066087 Shpunt Jun 2015 B2
9070032 Corcoran Jun 2015 B2
D734339 Zhou et al. Jul 2015 S
D734751 Oberpriller et al. Jul 2015 S
9082023 Feng et al. Jul 2015 B2
9082195 Holeva et al. Jul 2015 B2
9142035 Rotman et al. Sep 2015 B1
9171278 Kong et al. Oct 2015 B1
9224022 Ackley et al. Dec 2015 B2
9224027 Van Horn et al. Dec 2015 B2
D747321 London et al. Jan 2016 S
9230140 Ackley Jan 2016 B1
9233470 Bradski et al. Jan 2016 B1
9235899 Kirmani et al. Jan 2016 B1
9443123 Hejl Jan 2016 B2
9250712 Todeschini Feb 2016 B1
9258033 Showering Feb 2016 B2
9262633 Todeschini et al. Feb 2016 B1
9273846 Rossi et al. Mar 2016 B1
9299013 Curlander et al. Mar 2016 B1
9310609 Rueblinger et al. Apr 2016 B2
D757009 Oberpriller et al. May 2016 S
9342724 McCloskey May 2016 B2
9366861 Johnson Jun 2016 B1
9375945 Bowles Jun 2016 B1
D760719 Zhou et al. Jul 2016 S
9390596 Todeschini Jul 2016 B1
9399557 Mishra et al. Jul 2016 B1
D762604 Fitch et al. Aug 2016 S
D762647 Fitch et al. Aug 2016 S
9412242 Van Horn et al. Aug 2016 B2
9424749 Reed et al. Aug 2016 B1
D766244 Zhou et al. Sep 2016 S
9443222 Singel et al. Sep 2016 B2
9470511 Maynard et al. Oct 2016 B2
9478113 Xie et al. Oct 2016 B2
9486921 Straszheim et al. Nov 2016 B1
9709387 Fujita et al. Jul 2017 B2
9736459 Mor et al. Aug 2017 B2
9741136 Holz Aug 2017 B2
9828223 Svensson et al. Nov 2017 B2
20010027995 Patel et al. Oct 2001 A1
20010032879 He et al. Oct 2001 A1
20020036765 McCaffrey et al. Mar 2002 A1
20020054289 Thibault et al. May 2002 A1
20020067855 Chiu et al. Jun 2002 A1
20020105639 Roelke Aug 2002 A1
20020109835 Goetz Aug 2002 A1
20020113946 Kitaguchi et al. Aug 2002 A1
20020118874 Chung et al. Aug 2002 A1
20020158873 Williamson Oct 2002 A1
20020167677 Okada et al. Nov 2002 A1
20020179708 Zhu et al. Dec 2002 A1
20020186897 Kim et al. Dec 2002 A1
20020196534 Lizotte et al. Dec 2002 A1
20030038179 Tsikos et al. Feb 2003 A1
20030053513 Vatan et al. Mar 2003 A1
20030063086 Baumberg Apr 2003 A1
20030078755 Leutz et al. Apr 2003 A1
20030091227 Chang et al. May 2003 A1
20030156756 Gokturk et al. Aug 2003 A1
20030163287 Vock et al. Aug 2003 A1
20030197138 Pease et al. Oct 2003 A1
20030225712 Cooper et al. Dec 2003 A1
20030235331 Kawaike et al. Dec 2003 A1
20040008259 Gokturk et al. Jan 2004 A1
20040019274 Galloway et al. Jan 2004 A1
20040024754 Mane et al. Feb 2004 A1
20040066329 Zeitfuss et al. Apr 2004 A1
20040073359 Ichijo et al. Apr 2004 A1
20040083025 Yamanouchi et al. Apr 2004 A1
20040089482 Ramsden et al. May 2004 A1
20040098146 Katae et al. May 2004 A1
20040105580 Hager et al. Jun 2004 A1
20040118928 Patel et al. Jun 2004 A1
20040122779 Stickler et al. Jun 2004 A1
20040132297 Baba et al. Jul 2004 A1
20040155975 Hart et al. Aug 2004 A1
20040165090 Ning Aug 2004 A1
20040184041 Schopp Sep 2004 A1
20040211836 Patel et al. Oct 2004 A1
20040214623 Takahashi et al. Oct 2004 A1
20040233461 Armstrong et al. Nov 2004 A1
20040258353 Gluckstad et al. Dec 2004 A1
20050006477 Patel Jan 2005 A1
20050117215 Lange Jun 2005 A1
20050128193 Popescu et al. Jun 2005 A1
20050128196 Popescu et al. Jun 2005 A1
20050168488 Montague Aug 2005 A1
20050211782 Martin Sep 2005 A1
20050240317 Kienzle-Lietl Oct 2005 A1
20050257748 Kriesel et al. Nov 2005 A1
20050264867 Cho et al. Dec 2005 A1
20060047704 Gopalakrishnan Mar 2006 A1
20060078226 Zhou Apr 2006 A1
20060108266 Bowers et al. May 2006 A1
20060109105 Varner et al. May 2006 A1
20060112023 Horhann May 2006 A1
20060151604 Zhu et al. Jul 2006 A1
20060159307 Anderson et al. Jul 2006 A1
20060159344 Shao et al. Jul 2006 A1
20060213999 Wang et al. Sep 2006 A1
20060230640 Chen Oct 2006 A1
20060232681 Okada Oct 2006 A1
20060255150 Longacre Nov 2006 A1
20060269165 Viswanathan Nov 2006 A1
20060276709 Khamene et al. Dec 2006 A1
20060291719 Ikeda et al. Dec 2006 A1
20070003154 Sun et al. Jan 2007 A1
20070025612 Iwasaki et al. Feb 2007 A1
20070031064 Zhao et al. Feb 2007 A1
20070063048 Havens et al. Mar 2007 A1
20070116357 Dewaele May 2007 A1
20070127022 Cohen et al. Jun 2007 A1
20070143082 Degnan Jun 2007 A1
20070153293 Gruhlke et al. Jul 2007 A1
20070165013 Goulanian et al. Jul 2007 A1
20070171220 Kriveshko Jul 2007 A1
20070177011 Lewin et al. Aug 2007 A1
20070181685 Zhu et al. Aug 2007 A1
20070237356 Dwinell et al. Oct 2007 A1
20070291031 Konev et al. Dec 2007 A1
20070299338 Stevick et al. Dec 2007 A1
20080013793 Hillis et al. Jan 2008 A1
20080035390 Wurz Feb 2008 A1
20080047760 Georgitsis Feb 2008 A1
20080050042 Zhang et al. Feb 2008 A1
20080054062 Gunning et al. Mar 2008 A1
20080056536 Hildreth et al. Mar 2008 A1
20080062164 Bassi Mar 2008 A1
20080065509 Williams Mar 2008 A1
20080077265 Boyden Mar 2008 A1
20080079955 Storm Apr 2008 A1
20080164074 Wurz Jun 2008 A1
20080156619 Patel et al. Jul 2008 A1
20080204476 Montague Aug 2008 A1
20080212168 Olmstead et al. Sep 2008 A1
20080247635 Davis et al. Oct 2008 A1
20080273191 Kim et al. Nov 2008 A1
20080273210 Hilde Nov 2008 A1
20080278790 Boesser et al. Nov 2008 A1
20090038182 Lans et al. Feb 2009 A1
20090046296 Kilpatrick et al. Feb 2009 A1
20090059004 Bochicchio Mar 2009 A1
20090081008 Somin et al. Mar 2009 A1
20090095047 Patel et al. Apr 2009 A1
20090114818 Casares et al. May 2009 A1
20090134221 Zhu et al. May 2009 A1
20090161090 Campbell et al. Jun 2009 A1
20090189858 Lev et al. Jul 2009 A1
20090195790 Zhu et al. Aug 2009 A1
20090225333 Bendall et al. Sep 2009 A1
20090237411 Gossweiler et al. Sep 2009 A1
20090268023 Hsieh Oct 2009 A1
20090272724 Gubler Nov 2009 A1
20090273770 Bauhahn et al. Nov 2009 A1
20090313948 Buckley et al. Dec 2009 A1
20090318815 Barnes et al. Dec 2009 A1
20090323084 Dunn et al. Dec 2009 A1
20090323121 Valkenburg Dec 2009 A1
20100035637 Varanasi et al. Feb 2010 A1
20100060604 Zwart et al. Mar 2010 A1
20100091104 Sprigle Apr 2010 A1
20100113153 Yen et al. May 2010 A1
20100118200 Gelman et al. May 2010 A1
20100128109 Banks May 2010 A1
20100161170 Siris Jun 2010 A1
20100171740 Andersen et al. Jul 2010 A1
20100172567 Prokoski Jul 2010 A1
20100177076 Essinger et al. Jul 2010 A1
20100177080 Essinger et al. Jul 2010 A1
20100177707 Essinger et al. Jul 2010 A1
20100177749 Essinger et al. Jul 2010 A1
20100202702 Benos et al. Aug 2010 A1
20100208039 Stettner Aug 2010 A1
20100211355 Horst et al. Aug 2010 A1
20100217678 Goncalves Aug 2010 A1
20100220849 Colbert et al. Sep 2010 A1
20100220894 Ackley et al. Sep 2010 A1
20100223276 Al-Shameri et al. Sep 2010 A1
20100245850 Lee et al. Sep 2010 A1
20100254611 Amz Oct 2010 A1
20100274728 Kugelman Oct 2010 A1
20100303336 Abraham Dec 2010 A1
20100315413 Izadi et al. Dec 2010 A1
20100321482 Cleveland Dec 2010 A1
20110019155 Daniel et al. Jan 2011 A1
20110040192 Brenner et al. Feb 2011 A1
20110040407 Lim Feb 2011 A1
20110043609 Choi et al. Feb 2011 A1
20110075936 Deaver Mar 2011 A1
20110081044 Peeper et al. Apr 2011 A1
20110099474 Grossman et al. Apr 2011 A1
20110169999 Grunow et al. Jul 2011 A1
20110180695 Li et al. Jul 2011 A1
20110188054 Petronius et al. Aug 2011 A1
20110188741 Sones et al. Aug 2011 A1
20110202554 Powilleit et al. Aug 2011 A1
20110234389 Mellin Sep 2011 A1
20110235854 Berger et al. Sep 2011 A1
20110243432 Hirsch et al. Oct 2011 A1
20110249864 Venkatesan et al. Oct 2011 A1
20110254840 Halstead Oct 2011 A1
20110260965 Kim et al. Oct 2011 A1
20110279916 Brown et al. Nov 2011 A1
20110286007 Pangrazio et al. Nov 2011 A1
20110286628 Goncalves et al. Nov 2011 A1
20110288818 Thierman Nov 2011 A1
20110297590 Ackley et al. Dec 2011 A1
20110301994 Tieman Dec 2011 A1
20110303748 Lemma et al. Dec 2011 A1
20110310227 Konertz et al. Dec 2011 A1
20110310256 Shishido Dec 2011 A1
20120014572 Wong et al. Jan 2012 A1
20120024952 Chen Feb 2012 A1
20120056982 Katz et al. Mar 2012 A1
20120057345 Kuchibhotla Mar 2012 A1
20120067955 Rowe Mar 2012 A1
20120074227 Ferren et al. Mar 2012 A1
20120081714 Pangrazio et al. Apr 2012 A1
20120082383 Kruglick Apr 2012 A1
20120111946 Golant May 2012 A1
20120113223 Hilliges et al. May 2012 A1
20120113250 Farlotti et al. May 2012 A1
20120126000 Kunzig et al. May 2012 A1
20120140300 Freeman Jun 2012 A1
20120168509 Nunnink et al. Jul 2012 A1
20120168512 Kotlarsky et al. Jul 2012 A1
20120179665 Baarman et al. Jul 2012 A1
20120185094 Rosenstein et al. Jul 2012 A1
20120190386 Anderson Jul 2012 A1
20120193423 Samek Aug 2012 A1
20120197464 Wang et al. Aug 2012 A1
20120203647 Smith Aug 2012 A1
20120218436 Rodriguez et al. Sep 2012 A1
20120223141 Good et al. Sep 2012 A1
20120224026 Bayer et al. Sep 2012 A1
20120224060 Gurevich et al. Sep 2012 A1
20120236212 Itoh et al. Sep 2012 A1
20120236288 Stanley Sep 2012 A1
20120242852 Hayward et al. Sep 2012 A1
20120256901 Bendall Oct 2012 A1
20120261474 Kawashime et al. Oct 2012 A1
20120262558 Boger et al. Oct 2012 A1
20120280908 Rhoads et al. Nov 2012 A1
20120282905 Owen Nov 2012 A1
20120282911 Davis et al. Nov 2012 A1
20120284012 Rodriguez et al. Nov 2012 A1
20120284122 Brandis Nov 2012 A1
20120284339 Rodriguez Nov 2012 A1
20120284593 Rodriguez Nov 2012 A1
20120293610 Doepke et al. Nov 2012 A1
20120293625 Schneider et al. Nov 2012 A1
20120294478 Publicover et al. Nov 2012 A1
20120294549 Doepke Nov 2012 A1
20120299961 Ramkumar et al. Nov 2012 A1
20120300991 Mikio Nov 2012 A1
20120313848 Galor et al. Dec 2012 A1
20120314030 Datta Dec 2012 A1
20120314058 Bendall et al. Dec 2012 A1
20120314258 Moriya Dec 2012 A1
20120316820 Nakazato et al. Dec 2012 A1
20130019278 Sun et al. Jan 2013 A1
20130038881 Pesach et al. Feb 2013 A1
20130038941 Pesach et al. Feb 2013 A1
20130043312 Van Horn Feb 2013 A1
20130050426 Sarmast et al. Feb 2013 A1
20130075168 Amundsen et al. Mar 2013 A1
20130076857 Kurashige et al. Mar 2013 A1
20130093895 Palmer et al. Apr 2013 A1
20130094069 Lee et al. Apr 2013 A1
20130101158 Lloyd et al. Apr 2013 A1
20130156267 Muraoka et al. Jun 2013 A1
20130175341 Kearney et al. Jul 2013 A1
20130175343 Good Jul 2013 A1
20130200150 Reynolds et al. Aug 2013 A1
20130201288 Billerbaeck et al. Aug 2013 A1
20130208164 Cazier et al. Aug 2013 A1
20130211790 Loveland et al. Aug 2013 A1
20130222592 Gieseke Aug 2013 A1
20130223673 Davis et al. Aug 2013 A1
20130257744 Daghigh et al. Oct 2013 A1
20130257759 Daghigh Oct 2013 A1
20130270346 Xian et al. Oct 2013 A1
20130287258 Kearney Oct 2013 A1
20130291998 Konnerth Nov 2013 A1
20130292475 Kotlarsky et al. Nov 2013 A1
20130292477 Hennick et al. Nov 2013 A1
20130293539 Hunt et al. Nov 2013 A1
20130293540 Laffargue et al. Nov 2013 A1
20130306728 Thuries et al. Nov 2013 A1
20130306731 Pedraro Nov 2013 A1
20130307964 Bremer et al. Nov 2013 A1
20130308013 Li et al. Nov 2013 A1
20130308625 Park et al. Nov 2013 A1
20130313324 Koziol et al. Nov 2013 A1
20130313325 Wilz et al. Nov 2013 A1
20130317642 Asaria Nov 2013 A1
20130329012 Bartos Dec 2013 A1
20130329013 Metois et al. Dec 2013 A1
20130342342 Sabre et al. Dec 2013 A1
20130342717 Havens et al. Dec 2013 A1
20140001258 Chan et al. Jan 2014 A1
20140001267 Giordano et al. Jan 2014 A1
20140002828 Laffargue et al. Jan 2014 A1
20140008439 Wang Jan 2014 A1
20140009586 McNamer et al. Jan 2014 A1
20140019005 Lee et al. Jan 2014 A1
20140021259 Moed et al. Jan 2014 A1
20140025584 Liu et al. Jan 2014 A1
20140031665 Pinto et al. Jan 2014 A1
20140034731 Gao et al. Feb 2014 A1
20140034734 Sauerwein Feb 2014 A1
20140036848 Pease et al. Feb 2014 A1
20140039674 Motoyama et al. Feb 2014 A1
20140039693 Havens et al. Feb 2014 A1
20140042814 Kather et al. Feb 2014 A1
20140049120 Kohtz et al. Feb 2014 A1
20140049635 Laffargue et al. Feb 2014 A1
20140058612 Wong et al. Feb 2014 A1
20140061306 Wu et al. Mar 2014 A1
20140062709 Hyer et al. Mar 2014 A1
20140063289 Hussey et al. Mar 2014 A1
20140064624 Kim et al. Mar 2014 A1
20140066136 Sauerwein et al. Mar 2014 A1
20140067104 Osterhout Mar 2014 A1
20140067692 Ye et al. Mar 2014 A1
20140070005 Nahill et al. Mar 2014 A1
20140071430 Hansen et al. Mar 2014 A1
20140071840 Venancio Mar 2014 A1
20140074746 Wang Mar 2014 A1
20140076974 Havens et al. Mar 2014 A1
20140078341 Havens et al. Mar 2014 A1
20140078342 Li et al. Mar 2014 A1
20140078345 Showering Mar 2014 A1
20140079297 Tadayon et al. Mar 2014 A1
20140091147 Evans et al. Apr 2014 A1
20140097238 Ghazizadeh Apr 2014 A1
20140097252 He et al. Apr 2014 A1
20140098091 Hori Apr 2014 A1
20140098243 Ghazizadeh Apr 2014 A1
20140098244 Ghazizadeh Apr 2014 A1
20140098792 Wang et al. Apr 2014 A1
20140100774 Showering Apr 2014 A1
20140100813 Showering Apr 2014 A1
20140103115 Meier et al. Apr 2014 A1
20140104413 McCloskey et al. Apr 2014 A1
20140104414 McCloskey et al. Apr 2014 A1
20140104416 Giordano et al. Apr 2014 A1
20140104451 Todeschini et al. Apr 2014 A1
20140104664 Lee Apr 2014 A1
20140106594 Skvoretz Apr 2014 A1
20140106725 Sauerwein Apr 2014 A1
20140108010 Maltseff et al. Apr 2014 A1
20140108402 Gomez et al. Apr 2014 A1
20140108682 Caballero Apr 2014 A1
20140110485 Toa et al. Apr 2014 A1
20140114530 Fitch et al. Apr 2014 A1
20140124577 Wang et al. May 2014 A1
20140124579 Ding May 2014 A1
20140125577 Hoang et al. May 2014 A1
20140125842 Winegar May 2014 A1
20140125853 Wang May 2014 A1
20140125999 Longacre et al. May 2014 A1
20140129378 Richardson May 2014 A1
20140131438 Kearney May 2014 A1
20140131441 Nahill et al. May 2014 A1
20140131443 Smith May 2014 A1
20140131444 Wang May 2014 A1
20140131445 Ding et al. May 2014 A1
20140131448 Xian et al. May 2014 A1
20140133379 Wang et al. May 2014 A1
20140135984 Hirata May 2014 A1
20140136208 Maltseff et al. May 2014 A1
20140139654 Taskahashi May 2014 A1
20140140585 Wang May 2014 A1
20140142398 Patil et al. May 2014 A1
20140151453 Meier et al. Jun 2014 A1
20140152882 Samek et al. Jun 2014 A1
20140152975 Ko Jun 2014 A1
20140158468 Adami Jun 2014 A1
20140158770 Sevier et al. Jun 2014 A1
20140159869 Zumsteg et al. Jun 2014 A1
20140166755 Liu et al. Jun 2014 A1
20140166757 Smith Jun 2014 A1
20140166759 Liu et al. Jun 2014 A1
20140168380 Heidemann et al. Jun 2014 A1
20140168787 Wang et al. Jun 2014 A1
20140175165 Havens et al. Jun 2014 A1
20140175172 Jovanovski et al. Jun 2014 A1
20140177931 Kocherscheidt et al. Jun 2014 A1
20140191644 Chaney Jul 2014 A1
20140191913 Ge et al. Jul 2014 A1
20140192187 Atwell et al. Jul 2014 A1
20140192551 Masaki Jul 2014 A1
20140197238 Lui et al. Jul 2014 A1
20140197239 Havens et al. Jul 2014 A1
20140197304 Feng et al. Jul 2014 A1
20140201126 Zadeh et al. Jul 2014 A1
20140203087 Smith et al. Jul 2014 A1
20140204268 Grunow et al. Jul 2014 A1
20140205150 Ogawa Jul 2014 A1
20140214631 Hansen Jul 2014 A1
20140217166 Berthiaume et al. Aug 2014 A1
20140217180 Liu Aug 2014 A1
20140225918 Mittal et al. Aug 2014 A1
20140225985 Klusza et al. Aug 2014 A1
20140231500 Ehrhart et al. Aug 2014 A1
20140232930 Anderson Aug 2014 A1
20140240454 Lee Aug 2014 A1
20140247279 Nicholas et al. Sep 2014 A1
20140247280 Nicholas et al. Sep 2014 A1
20140247315 Marty et al. Sep 2014 A1
20140263493 Amurgis et al. Sep 2014 A1
20140263645 Smith et al. Sep 2014 A1
20140267609 Laffargue Sep 2014 A1
20140268093 Tohme et al. Sep 2014 A1
20140270196 Braho et al. Sep 2014 A1
20140270229 Braho Sep 2014 A1
20140270361 Amma et al. Sep 2014 A1
20140278387 DiGregorio Sep 2014 A1
20140282210 Bianconi Sep 2014 A1
20140284384 Lu et al. Sep 2014 A1
20140288933 Braho et al. Sep 2014 A1
20140297058 Barker et al. Oct 2014 A1
20140299665 Barber et al. Oct 2014 A1
20140306833 Ricci Oct 2014 A1
20140307855 Withagen et al. Oct 2014 A1
20140312121 Lu et al. Oct 2014 A1
20140313527 Askan Oct 2014 A1
20140319219 Liu et al. Oct 2014 A1
20140319220 Coyle Oct 2014 A1
20140319221 Oberpriller et al. Oct 2014 A1
20140320408 Zagorsek et al. Oct 2014 A1
20140320605 Johnson Oct 2014 A1
20140326787 Barten Nov 2014 A1
20140332590 Wang et al. Nov 2014 A1
20140333775 Naikal et al. Nov 2014 A1
20140344943 Todeschini et al. Nov 2014 A1
20140346233 Liu et al. Nov 2014 A1
20140347533 Ovsiannikov et al. Nov 2014 A1
20140350710 Gopalkrishnan et al. Nov 2014 A1
20140351317 Smith et al. Nov 2014 A1
20140353373 Van Horn et al. Dec 2014 A1
20140361073 Qu et al. Dec 2014 A1
20140361082 Xian et al. Dec 2014 A1
20140362184 Jovanovski et al. Dec 2014 A1
20140363015 Braho Dec 2014 A1
20140369511 Sheerin et al. Dec 2014 A1
20140374483 Lu Dec 2014 A1
20140374485 Xian et al. Dec 2014 A1
20140379613 Nishitani et al. Dec 2014 A1
20150001301 Ouyang Jan 2015 A1
20150001304 Todeschini Jan 2015 A1
20150003673 Fletcher Jan 2015 A1
20150009100 Haneda et al. Jan 2015 A1
20150009301 Ribnick et al. Jan 2015 A1
20150009338 Laffargue et al. Jan 2015 A1
20150009610 London et al. Jan 2015 A1
20150014416 Kotlarsky et al. Jan 2015 A1
20150016712 Rhoads et al. Jan 2015 A1
20150021397 Rueblinger et al. Jan 2015 A1
20150028102 Ren et al. Jan 2015 A1
20150028103 Jiang Jan 2015 A1
20150028104 Ma et al. Jan 2015 A1
20150029002 Yeakley et al. Jan 2015 A1
20150032709 Maloy et al. Jan 2015 A1
20150036876 Marrion et al. Feb 2015 A1
20150039309 Braho et al. Feb 2015 A1
20150040378 Saber et al. Feb 2015 A1
20150042791 Metois et al. Feb 2015 A1
20150048168 Fritz et al. Feb 2015 A1
20150049347 Laffargue et al. Feb 2015 A1
20150051992 Smith Feb 2015 A1
20150053766 Havens et al. Feb 2015 A1
20150053768 Wang et al. Feb 2015 A1
20150053769 Thuries et al. Feb 2015 A1
20150062160 Sakamoto et al. Mar 2015 A1
20150062366 Liu et al. Mar 2015 A1
20150062369 Gehring Mar 2015 A1
20150063215 Wang Mar 2015 A1
20150063676 Lloyd et al. Mar 2015 A1
20150069130 Gannon Mar 2015 A1
20150070158 Hayasaka Mar 2015 A1
20150070489 Hudman et al. Mar 2015 A1
20150071819 Todeschini Mar 2015 A1
20150083800 Li et al. Mar 2015 A1
20150086114 Todeschini Mar 2015 A1
20150088522 Hendrickson et al. Mar 2015 A1
20150096872 Woodburn Apr 2015 A1
20150099557 Pettinelli et al. Apr 2015 A1
20150100196 Hollifield Apr 2015 A1
20150102109 Huck Apr 2015 A1
20150115035 Meier et al. Apr 2015 A1
20150116498 Vartiainen et al. Apr 2015 A1
20150117749 Chen et al. Apr 2015 A1
20150127791 Kosecki et al. May 2015 A1
20150128116 Chen et al. May 2015 A1
20150129659 Feng et al. May 2015 A1
20150130928 Maynard et al. May 2015 A1
20150133047 Smith et al. May 2015 A1
20150134470 Hejl et al. May 2015 A1
20150136851 Harding et al. May 2015 A1
20150136854 Lu et al. May 2015 A1
20150142492 Kumar May 2015 A1
20150144692 Hejl May 2015 A1
20150144698 Teng et al. May 2015 A1
20150144701 Xian et al. May 2015 A1
20150149946 Benos et al. May 2015 A1
20150161429 Xian Jun 2015 A1
20150163474 You Jun 2015 A1
20150169925 Chang et al. Jun 2015 A1
20150169929 Williams et al. Jun 2015 A1
20150178900 Kim et al. Jun 2015 A1
20150182844 Jang Jul 2015 A1
20150186703 Chen et al. Jul 2015 A1
20150193644 Kearney et al. Jul 2015 A1
20150193645 Colavito et al. Jul 2015 A1
20150199957 Funyak et al. Jul 2015 A1
20150201182 Moore et al. Jul 2015 A1
20150204662 Kobayashi et al. Jul 2015 A1
20150204671 Showering Jul 2015 A1
20150210199 Payne Jul 2015 A1
20150213590 Brown et al. Jul 2015 A1
20150213647 Laffargue et al. Jul 2015 A1
20150219748 Hyatt Aug 2015 A1
20150220753 Zhu et al. Aug 2015 A1
20150229838 Hakim et al. Aug 2015 A1
20150243030 Pfeiffer Aug 2015 A1
20150248578 Utsumi Sep 2015 A1
20150253469 Le Gros et al. Sep 2015 A1
20150254485 Feng et al. Sep 2015 A1
20150260830 Ghosh et al. Sep 2015 A1
20150269403 Lei et al. Sep 2015 A1
20150276379 Ni et al. Oct 2015 A1
20150308816 Laffargue et al. Oct 2015 A1
20150316368 Moench et al. Nov 2015 A1
20150325036 Lee Nov 2015 A1
20150327012 Bian et al. Nov 2015 A1
20150332075 Burch Nov 2015 A1
20150332463 Galera et al. Nov 2015 A1
20150355470 Herschbach Dec 2015 A1
20160014251 Hejl Jan 2016 A1
20160169665 Deschenes et al. Jan 2016 A1
20160040982 Li et al. Feb 2016 A1
20160042241 Todeschini Feb 2016 A1
20160048725 Holz et al. Feb 2016 A1
20160057230 Todeschini et al. Feb 2016 A1
20160070982 Li et al. Feb 2016 A1
20160063429 Varley et al. Mar 2016 A1
20160065912 Peterson Mar 2016 A1
20160088287 Sadi et al. Mar 2016 A1
20160090283 Svensson et al. Mar 2016 A1
20160090284 Svensson et al. Mar 2016 A1
20160094016 Beach et al. Mar 2016 A1
20160101936 Chamberlin Apr 2016 A1
20160102975 McCloskey et al. Apr 2016 A1
20160104019 Todeschini et al. Apr 2016 A1
20160104274 Jovanovski et al. Apr 2016 A1
20160109219 Ackley et al. Apr 2016 A1
20160109220 Laffargue et al. Apr 2016 A1
20160109224 Thuries et al. Apr 2016 A1
20160112631 Ackley et al. Apr 2016 A1
20160112643 Laffargue et al. Apr 2016 A1
20160124516 Schoon et al. May 2016 A1
20160125217 Todeschini May 2016 A1
20160125342 Miller et al. May 2016 A1
20160133253 Braho et al. May 2016 A1
20160138247 Conway et al. May 2016 A1
20160138248 Conway et al. May 2016 A1
20160138249 Svensson et al. May 2016 A1
20160147408 Bevis et al. May 2016 A1
20160164261 Warren Jun 2016 A1
20160171720 Todeschini Jun 2016 A1
20160178479 Goldsmith Jun 2016 A1
20160178915 Mor et al. Jun 2016 A1
20160180678 Ackley et al. Jun 2016 A1
20160187186 Coleman et al. Jun 2016 A1
20160187187 Coleman et al. Jun 2016 A1
20160187210 Coleman et al. Jun 2016 A1
20160189087 Morton et al. Jun 2016 A1
20160191801 Sivan Jun 2016 A1
20160125873 Braho et al. Jul 2016 A1
20160202478 Masson et al. Jul 2016 A1
20160203641 Bostick et al. Jul 2016 A1
20160210780 Paulovich et al. Jul 2016 A1
20160223474 Tang et al. Aug 2016 A1
20160227912 Oberpriller et al. Aug 2016 A1
20160232891 Pecorari Aug 2016 A1
20160292477 Bidwell Oct 2016 A1
20160294779 Yeakley et al. Oct 2016 A1
20160306769 Kohtz et al. Oct 2016 A1
20160314276 Sewell et al. Oct 2016 A1
20160314294 Kubler et al. Oct 2016 A1
20160328854 Kimura Nov 2016 A1
20160343176 Ackley Nov 2016 A1
20170103545 Holz Apr 2017 A1
20170115490 Hsieh et al. Apr 2017 A1
20170115497 Chen et al. Apr 2017 A1
20170116462 Ogasawara Apr 2017 A1
20170121158 Wong May 2017 A1
20170132806 Balachandreswaran May 2017 A1
20170139213 Schmidtlin May 2017 A1
20170148250 Angermayer May 2017 A1
20170182942 Hardy et al. Jun 2017 A1
20170200296 Jones et al. Jul 2017 A1
20170309108 Sadovsky et al. Oct 2017 A1
20170336870 Everett et al. Nov 2017 A1
Foreign Referenced Citations (63)
Number Date Country
2004212587 Apr 2005 AU
201139117 Oct 2008 CN
3335760 Apr 1985 DE
10210813 Oct 2003 DE
102007037282 Mar 2008 DE
1111435 Jun 2001 EP
1443312 Aug 2004 EP
1112483 May 2006 EP
1232480 May 2006 EP
2013117 Jan 2009 EP
2216634 Aug 2010 EP
2286932 Feb 2011 EP
2372648 Oct 2011 EP
2381421 Oct 2011 EP
2533009 Dec 2012 EP
2562715 Feb 2013 EP
2722656 Apr 2014 EP
2779027 Sep 2014 EP
2833323 Feb 2015 EP
2843590 Mar 2015 EP
2845170 Mar 2015 EP
2966595 Jan 2016 EP
3006893 Mar 2016 EP
3012601 Mar 2016 EP
3007096 Apr 2016 EP
2503978 Jan 2014 GB
2525053 Oct 2015 GB
2531928 May 2016 GB
H04129902 Apr 1992 JP
200696457 Apr 2006 JP
2007084162 Apr 2007 JP
2008210276 Sep 2008 JP
2014210646 Nov 2014 JP
2015174705 Oct 2015 JP
20100020115 Feb 2010 KR
20110013200 Feb 2011 KR
20110117020 Oct 2011 KR
20120028109 Mar 2012 KR
9640452 Dec 1996 WO
0077726 Dec 2000 WO
0114836 Mar 2001 WO
2006095110 Sep 2006 WO
2007015059 Feb 2007 WO
200712554 Nov 2007 WO
2011017241 Feb 2011 WO
2012175731 Dec 2012 WO
2013021157 Feb 2013 WO
2013033442 Mar 2013 WO
2013163789 Nov 2013 WO
2013166368 Nov 2013 WO
2013173985 Nov 2013 WO
20130184340 Dec 2013 WO
2014019130 Feb 2014 WO
2014023697 Feb 2014 WO
2014102341 Jul 2014 WO
2014110495 Jul 2014 WO
2014149702 Sep 2014 WO
2014151746 Sep 2014 WO
2015006865 Jan 2015 WO
2016020038 Feb 2016 WO
2016061699 Apr 2016 WO
2016061699 Apr 2016 WO
2016085682 Jun 2016 WO
Non-Patent Literature Citations (140)
Entry
European Examination report in related EP Application No. 14181437.6, dated Feb. 8, 2017, 5 pages.
European Extended Search Report in related EP Application No. 16190017.0, dated Jan. 4, 2017, 6 pages.
European Extended Search Report in related EP Application No. 16173429.8, dated Dec. 1, 2016, 8 pages.
Extended European Search Report in related EP Application No. 16175410.0, dated Dec. 13, 2016, 5 pages.
Peter Clarke, Actuator Developer Claims Anti-Shake Breakthrough for Smartphone Cams, Electronic Engineering Times, p. 24, May 16, 2011.
Spiller, Jonathan; Object Localization Using Deformable Templates, Master's Dissertation, University of the Witwatersrand, Johannesburg, South Africa, 2007; 74 pages.
Leotta, Matthew J.; Joseph L. Mundy; Predicting High Resolution Image Edges with a Generic, Adaptive, 3-D Vehicle Model; IEEE Conference on Computer Vision and Pattern Recognition, 2009; 8 pages.
European Search Report for application No. EP13186043 dated Feb. 23, 2014 (now EP2722656 (Apr. 23, 2014)): Total pp. 7.
International Search Report for PCT/US2013/039438 (WO2013166368), dated Oct. 1, 2013, 7 pages.
Lloyd, Ryan and Scott McCloskey, “Recognition of 3D Package Shapes for Singe Camera Metrology” IEEE Winter Conference on Applications of computer Visiona, IEEE, Mar. 24, 2014, pp. 99-106, {retrieved on Jun. 16, 2014}, Authors are employees of common Applicant.
European Office Action for application EP 13186043, dated Jun. 12, 2014(now EP2722656 (Apr. 23, 2014)), Total of 6 pages.
Zhang, Zhaoxiang; Tieniu Tan, Kaiqi Huang, Yunhong Wang; Three-Dimensional Deformable-Model-based Localization and Recognition of Road Vehicles; IEEE Transactions on Image Processing, vol. 21, No. 1, Jan. 2012, 13 pages.
U.S. Appl. No. 14/801,023, Tyler Doornenbal et al., filed Jul. 16, 2015, not published yet, Adjusting Dimensioning Results Using Augmented Reality, 39 pages.
Wikipedia, YUV description and definition, downloaded from http://www.wikipeida.org/wiki/YUV on Jun. 29, 2012, 10 pages.
YUV Pixel Format, downloaded from http://www.fource.org/yuv.php on Jun. 29, 2012; 13 pages.
YUV to RGB Conversion, downloaded from http://www.fource.org/fccyvrgb.php on Jun. 29, 2012; 5 pages.
Benos et al., “Semi-Automatic Dimensioning with Imager of a Portable Device,” U.S. Appl. No. 61/149,912, filed Feb. 4, 2009 (now expired), 56 pages.
Dimensional Weight—Wikipedia, the Free Encyclopedia, URL=http://en.wikipedia.org/wiki/Dimensional_weight, download date Aug. 1, 2008, 2 pages.
Dimensioning—Wikipedia, the Free Encyclopedia, URL=http://en.wikipedia.org/wiki/Dimensioning, download date Aug. 1, 2008, 1 page.
European Patent Office Action for Application No. 14157971.4-1906, dated Jul. 16, 2014, 5 pages.
European Patent Search Report for Application No. 14157971.4-1906, dated Jun. 30, 2014, 6 pages.
Caulier, Yannick et al., “A New Type of Color-Coded Light Structures for an Adapted and Rapid Determination of Point Correspondences for 3D Reconstruction.” Proc. of SPIE, vol. 8082 808232-3; 2011; 8 pages.
Kazantsev, Aleksei et al. “Robust Pseudo-Random Coded Colored STructured Light Techniques for 3D Object Model Recovery”; ROSE 2008 IEEE International Workshop on Robotic and Sensors Environments (Oct. 17-18, 2008) , 6 pages.
Mouaddib E. et al. “Recent Progress in Structured Light in order to Solve the Correspondence Problem in Stereo Vision” Proceedings of the 1997 IEEE International Conference on Robotics and Automation, Apr. 1997; 7 pages.
Proesmans, Marc et al. “Active Acquisition of 3D Shape for Moving Objects” 0-7803-3258-X/96 1996 IEEE; 4 pages.
Salvi, Joaquim et al. “Pattern Codification Strategies in Structured Light Systems” published in Pattern Recognition; The Journal of the Pattern Recognition Society, Received Mar. 6, 2003; Accepted Oct. 2, 2003; 23 pages.
EP Search and Written Opinion Report in related matter EP Application No. 14181437.6, dated Mar. 26, 2015, 7 pages.
Hetzel, Gunter et al.; “3D Object Recognition from Range Images using Local Feature Histograms,”, Proceedings 2OO1 IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2001. Kauai, Hawaii, Dec. 8-14, 2001; pp. 394-399, XP010584149, ISBN: 978-0-7695-1272-3.
Second Chinese Office Action in related CN Application No. 201520810685.6, dated Mar. 22, 2016, 5 pages, no references.
European Search Report in related EP Application No. 15190315.0, dated Apr. 1, 2016, 7 pages.
Second Chinese Office Action in related CN Application No. 2015220810562.2, dated Mar. 22, 2016, 5 pages. English Translation provided [No references].
European Search Report for related Application EP 15190249.1, dated Mar. 22, 2016, 7 pages.
Second Chinese Office Action in related CN Application No. 201520810313.3, dated Mar. 22, 2016, 5 pages. English Translation provided [No references].
U.S. Appl. No. 14/800,757 , Eric Todeschini, filed Jul. 16, 2015, not published yet, Dimensioning and Imaging Items, 80 pages.
U.S. Appl. No. 14/747,197, Serge Thuries et al., filed Jun. 23, 2015, not published yet, Optical Pattern Projector; 33 pages.
U.S. Appl. No. 14/747,490, Brian L. Jovanovski et al., filed Jun. 23, 2015, not published yet, Dual-Projector Three-Dimensional Scanner; 40 pages.
Search Report and Opinion in related GB Application No. 1517112.7, dated Feb. 19, 2016, 6 Pages.
U.S. Appl. No. 14/793,149, H. Sprague Ackley, filed Jul. 7, 2015, not published yet, Mobile Dimensioner Apparatus for Use in Commerce; 57 pages.
U.S. Appl. No. 14/740,373, H. Sprague Ackley et al., filed Jun. 16, 2015, not published yet, Calibrating a Volume Dimensioner; 63 pages.
Intention to Grant in counterpart European Application No. 14157971.4 dated Apr. 14, 2015, pp. 1-8.
Decision to Grant in counterpart European Application No. 14157971.4 dated Aug. 6, 2015, pp. 1-2.
Leotta, Matthew, Generic, Deformable Models for 3-D Vehicle Surveillance, May 2010, Doctoral Dissertation, Brown University, Providence RI, 248 pages.
Ward, Benjamin, Interactive 3D Reconstruction from Video, Aug. 2012, Doctoral Thesis, Univesity of Adelaide, Adelaide, South Australia, 157 pages.
Hood, Frederick W.; William A. Hoff, Robert King, Evaluation of an Interactive Technique for Creating Site Models from Range Data, Apr. 27-May 1, 1997 Proceedings of the ANS 7th Topical Meeting on Robotics & Remote Systems, Augusta GA, 9 pages.
Gupta, Alok; Range Image Segmentation for 3-D Objects Recognition, May 1988, Technical Reports (CIS), Paper 736, University of Pennsylvania Department of Computer and Information Science, retrieved from Http://repository.upenn.edu/cis_reports/736, Accessed May 31, 2015, 157 pages.
Reisner-Kollmannilrene; Anton L. Fuhrmann, Werner Purgathofer, Interactive Reconstruction of Industrial Sites Using Parametric Models, May 2010, Proceedings of the 26th Spring Conference of Computer Graphics SCCG 10, 8 pages.
Drummond, Tom; Roberto Cipolla, Real-Time Visual Tracking of Complex Structures, Jul. 2002, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, No. 7; 15 pages.
European Search Report for Related EP Application No. 15189214.8, dated Mar. 3, 2016, 9 pages.
Santolaria et al. “A one-step intrinsic and extrinsic calibration method for laster line scanner operation in aoordinate measuring machines”, dated Apr. 1, 2009, Measurement Science and Technology, IOP, Bristol, GB, vol. 20, No. 4; 12 pages.
Search Report and Opinion in Related EP Application 15176943.7, dated Jan. 8, 2016, 8 pages.
European Search Report for related EP Application No. 15188440.0, dated Mar. 8, 2016, 8 pages.
United Kingdom Search Report in related application GB1517842.9, dated Apr. 8, 2016, 8 pages.
Great Britain Search Report for related Application On. GB1517843.7, dated Feb. 23, 2016; 8 pages.
Office Action in counterpart European Application No. 13186043.9 dated Sep. 30, 2015, pp. 1-7.
Lloyd et al., “System for Monitoring the Condition of Packages Throughout Transit”, U.S. Appl. No. 14/865,575, filed Sep. 25, 2015, 59 pages, not yet published.
McCloskey et al., “Image Transformation for Indicia Reading,” U.S. Appl. 14/928,032, filed Oct. 30, 2015, 48 pages, not yet published.
Great Britain Combined Search and Examination Report in related Application GB1517842.9, dated Apr. 8, 2016, 8 pages.
Search Report in counterpart European Application No. 15182675.7, dated Dec. 4, 2015, 10 pages.
Wikipedia, “3D projection” Downloaded on Nov. 25, 2015 from www.wikipedia.com, 4 pages.
M.Zahid Gurbuz, Selim Akyokus, Ibrahim Emiroglu, Aysun Guran, An Efficient Algorithm for 3D Rectangular Box Packing, 2009, Applied Automatic Systems: Proceedings of Selected AAS 2009 Papers, pp. 131-134.
European Extended Search Report in Related EP Application No. 16172995.9, dated Aug. 22, 2016, 11 pages.
European Extended search report in related EP Application No. 15190306.9, dated Sep. 9, 2016, 15 pages.
Collings et al., “The Applications and Technology of Phase-Only Liquid Crystal on Silicon Devices”, Journal of Display Technology, IEEE Service Center, New, York, NY, US, vol. 7, No. 3, Mar. 1, 2011 (Mar. 1, 2011), pp. 112-119.
European extended Search report in related EP Application 13785171.3, dated Sep. 19, 2016, 8 pages.
El-Hakim et al., “Multicamera vision-based approach to flexible feature measurement for inspection and reverse engineering”, published in Optical Engineering, Society of Photo-Optical Instrumentation Engineers, vol. 32, No. 9, Sep. 1, 1993, 15 pages.
El-Hakim et al., “A Knowledge-based Edge/Object Measurement Technique”, Retrieved from the Internet: URL: https://www.researchgate.net/profile/Sabry_E1-Hakim/publication/44075058_A_Knowledge_Based_EdgeObject_Measurement_Technique/links/00b4953b5faa7d3304000000.pdf [retrieved on Jul. 15, 2016] dated Jan. 1, 1993, 9 pages.
H. Sprague Ackley, “Automatic Mode Switching in a Volume Dimensioner”, U.S. Appl. No. 15/182,636, filed Jun. 15, 2016, 53 pages, Not yet published.
Bosch Tool Corporation, “Operating/Safety Instruction for DLR 130”, dated Feb. 2, 2009, 36 pages.
European Search Report for related EP Application No. 16152477.2, dated May 24, 2016, 8 pages.
Mike Stensvold, “get the Most Out of Variable Aperture Lenses”, published on www.OutdoorPhotogrpaher.com; dated Dec. 7, 2010; 4 pages, [As noted on search report retrieved from URL: http;//www.outdoorphotographer.com/gear/lenses/get-the-most-out-ofvariable-aperture-lenses.html on Feb. 9, 2016].
Houle et al., “Vehical Positioning and Object Avoidance”, U.S. Appl. No. 15/007,522 [not yet published], filed Jan. 27, 2016, 59 pages.
United Kingdom combined Search and Examination Report in related GB Application No. 1607394.2, dated Oct. 19, 2016, 7 pages.
European Search Report from related EP Application No. 16168216.6, dated Oct. 20, 2016, 8 pages.
Padzensky, Ron; “Augmera; Gesture Control”, Dated Apr. 18, 2015, 15 pages [Examiner Cited Art in Office Action dated Jan. 20, 2017 in related Application.].
Grabowski, Ralph; “New Commands in AutoCADS 2010: Part 11 Smoothing 3D Mesh Objects” Dated 2011, 6 pages, [Examiner Cited Art in Office Action dated Jan. 20, 2017 in related Application.].
Theodoropoulos, Gabriel; “Using Gesture Recognizers to Handle Pinch, Rotate, Pan, Swipe, and Tap Gestures” dated Aug. 25, 2014, 34 pages, [Examiner Cited Art in Office Action dated Jan. 20, 2017 in related Application.].
U.S. Appl. No. 14/715,916 for Evaluating Image Values filed May 19, 2015 (Ackley); 60 pages.
U.S. Appl. No. 29/525,068 for Tablet Computer With Removable Scanning Device filed Apr. 27, 2015 (Schulte et al.); 19 pages.
U.S. Appl. No. 29/468,118 for an Electronic Device Case, filed Sep. 26, 2013 (Oberpriller et al.); 44 pages.
U.S. Appl. No. 29/530,600 for Cyclone filed Jun. 18, 2015 (Vargo et al); 16 pages.
U.S. Appl. No. 14/707,123 for Application Independent DEX/UCS Interface filed May 8, 2015 (Pape); 47 pages.
U.S. Appl. No. 14/283,282 for Terminal Having Illumination and Focus Control filed May 21, 2014 (Liu et al.); 31 pages; now abandoned.
U.S. Appl. No. 14/705,407 for Method and System to Protect Software-Based Network-Connected Devices From Advanced Persistent Threat filed May 6, 2015 (Hussey et al.); 42 pages.
U.S. Appl. No. 14/704,050 for Intermediate Linear Positioning filed May 5, 2015 (Charpentier et al.); 60 pages.
U.S. Appl. No. 14/705,012 for Hands-Free Human Machine Interface Responsive to a Driver of a Vehicle filed May 6, 2015 (Fitch et al.); 44 pages.
U.S. Appl. No. 14/715,672 for Augumented Reality Enabled Hazard Display filed May 19, 2015 (Venkatesha et al.); 35 pages.
U.S. Appl. No. 14/735,717 for Indicia-Reading Systems Having an Interface With a User's Nervous System filed Jun. 10, 2015 (Todeschini); 39 pages.
U.S. Appl. No. 14/702,110 for System and Method for Regulating Barcode Data Injection Into a Running Application on a Smart Device filed May 1, 2015 (Todeschini et al.); 38 pages.
U.S. Appl. No. 14/747,197 for Optical Pattern Projector filed Jun. 23, 2015 (Thuries et al.); 33 pages.
U.S. Appl. No. 14/702,979 for Tracking Battery Conditions filed May 4, 2015 (Young et al.); 70 pages.
U.S. Appl. No. 29/529,441 for Indicia Reading Device filed Jun. 8, 2015 (Zhou et al.); 14 pages.
U.S. Appl. No. 14/747,490 for Dual-Projector Three-Dimensional Scanner filed Jun. 23, 2015 (Jovanovski et al.); 40 pages.
U.S. Appl. No. 14/740,320 for Tactile Switch Fora Mobile Electronic Device filed Jun. 16, 2015 (Bamdringa); 38 pages.
U.S. Appl. No. 14/740,373 for Calibrating a Volume Dimensioner filed Jun. 16, 2015 (Ackley et al.); 63 pages.
U.S. Appl. No. 13/367,978, filed Feb. 7, 2012, (Feng et al.); now abandoned.
U.S. Appl. No. 14/277,337 for Multipurpose Optical Reader, filed May 14, 2014 (Jovanovski et al.); 59 pages; now abandoned.
U.S. Appl. No. 14/446,391 for Multifunction Point of Sale Apparatus With Optical Signature Capture filed Jul. 30, 2014 (Good et al.); 37 pages; now abandoned.
U.S. Appl. No. 29/516,892 for Table Computer filed Feb. 6, 2015 (Bidwell et al.); 13 pages.
U.S. Appl. No. 29/523,098 for Handle for a Tablet Computer filed Apr. 7, 2015 (Bidwell et al.); 17 pages.
U.S. Appl. No. 29/528,890 for Mobile Computer Housing filed Jun. 2, 2015 (Fitch et al.); 61 pages.
U.S. Appl. No. 29/526,918 for Charging Base filed May 14, 2015 (Fitch et al.); 10 pages.
Wikipedia, “Microlens”, Downloaded from https://en.wikipedia.org/wiki/Microlens, pp. 3.
Fukaya et al., “Characteristics of Speckle Random Pattern and Its Applications”, pp. 317-327, Nouv. Rev. Optique, t.6, n.6. (1975).
European extended search report in related EP Application 16190833.0, dated Mar. 9, 2017, 8 pages [only new art has been cited; US Publication 2014/0034731 was previously cited].
United Kingdom Combined Search and Examination Report in related Application No. GB1620676.5, dated Mar. 8, 2017, 6 pages [References have been previously cited; WO2014/151746, WO2012/175731, US 2014/0313527, GB2503978].
European Exam Report in related , EP Application No. 16168216.6, dated Feb. 27, 2017, 5 pages [References have been previously cited; WO2011/017241 and US 2014/0104413].
Chinese Notice of Reexamination in related Chinese Application 201520810313.3, dated Mar. 14, 2017, English computer Translation provided, 7 pages [No new art cited].
Extended European search report in related EP Application 16199707.7, dated Apr. 10, 2017, 15 pages.
Ulusoy et al., One-Shot Scanning using De Bruijn Spaced Grids, 2009 IEEE 12th International Conference on computer Vision Workshops, ICCV Workshops, 7 pages [Cited in EP Extended search report dated Apr. 10, 2017].
Ralph Grabowski, “Smothing 3D Mesh Objects,” New Commands in AutoCAD 2010: Part 11, Examiner cited art in related matter Non Final Office Action dated May 19, 2017; 6 pages.
European Exam Report in related EP Application No. 15176943.7, dated Apr. 12, 2017, 6 pages [Art previously cited in this matter].
European Exam Report in related EP Application No. 15188440.0, dated Apr. 21, 2017, 4 pages [No new art to cite].
European Exam Report in related EP Application No. 16152477.2, dated Jun. 20, 2017, 4 pages [No art to be cited].
European Exam Report in related EP Applciation 16172995.9, dated Jul. 6, 2017, 9 pages [No new art to be cited].
United Kingdom Search Report in related Application No. GB1700338.5, dated Jun. 30, 2017, 5 pages.
European Search Report in related EP Application No. 17175357.7, dated Aug. 17, 2017, pp. 1-7 [No new art to be cited].
Thorlabs, Examiner Cited NPL in Advisory Action dated Apr. 12, 2017 in related commonly owned applicaiton, downloaded from https://www.thorlabs.com/newgrouppage9.cfm?objectgroup_id=6430, 4 pages.
Eksma Optics, Examiner Cited NPL in Advisory Action dated Apr. 12, 2017 in related commonly owned application, downloaded from http://eksmaoptics.com/optical-systems/f-theta-lenses/f-theta-lens-for-1064-nm/, 2 pages.
Sill Optics, Examiner Cited NPL in Advisory Action dated Apr. 12, 2017 in related commonly owned application, http://www.silloptics.de/1/produts/sill-encyclopedia/laser-optics/f-theta-lenses/, 4 pages.
Boavida et al., “Dam monitoring using combined terrestrial imaging systems”, 2009 Civil Engineering Survey Dec./Jan. 2009, pp. 33-38 {Cited in Notice of Allowance dated Sep. 15, 2017 in related matter}.
Ulusoy, Ali Osman et al.; “One-Shot Scanning using De Bruijn Spaced Grids”, Brown University; 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops, pp. 1786-1792 [Cited in EPO Search Report dated Dec. 5, 2017}.
Extended European Search report in related EP Application No. 17189496.7 dated Dec. 5, 2017; 9 pages.
Extended European Search report in related EP Application No. 17190323.0 dated Jan. 19, 2018; 6 pages [Only new art cited herein].
Examination Report in related GB Application No. GB1517843.7, dated Jan. 19, 2018, 4 pages [Only new art cited herein].
Examination Report in related EP Application No. 15190315, dated Jan. 26, 2018, 6 pages [Only new art cited herein].
EP Search Report in related EP Application No. 17171844 dated Sep. 18, 2017. 4 pages [Only new art cited herein}.
EP Extended Search Report in related EP Applicaton No. 17174843.7 dated Oct. 17, 2017, 5 pages {Only new art cited herein}.
UK Further Exam Report in related UK Application No. GB1517842.9, dated Sep. 1, 2017, 5 pages (only new art cited herein).
European Extended Search Report in related EP Application No. 17201794.9, dated Mar. 16, 2018, 10 pages [Only new art cited herein].
European Extended Search Report in related EP Application 17205030.4, dated Mar. 22, 2018, 8 pages.
European Exam Report in related EP Application 16172995.9, dated Mar. 15, 2018, 7 pages (Only new art cited herein).
United Kingdom Combined Search and Examination Report dated Mar. 21, 2018, 5 pages (Art has been previously cited).
European extended Search Report in related Application No. 17207882.6 dated Apr. 26, 2018, 10 pages.
United Kingdom Further Examination Report in related GB Patent Application No. 1517842.9 dated Jul. 26, 2018; 5 pages [Cited art has been previously cited in this matter].
United Kingdom Further Examination Report in related GB Patent Application No. 1517112.7 dated Jul. 17, 2018; 4 pages [No art cited].
United Kingdom Further Examination Report in related GB Patent Application No. 1620676.5 dated Jul. 17, 2018; 4 pages [No art cited].
United Kingdom Further Exam Report in related application GB1607394.2 dated Oct. 5, 2018; 5 pages.
European Extended Search Report in related EP application 18184864.9, dated Oct. 30, 2018, 7 pages.
Combined Search and Examination Report in related UK Application No. GB1817189.2 dated Nov. 14, 2018, pp. 1-4.
Examination Report in related UK Application No. GB1517842.9 dated Dec. 21, 2018, pp. 1-7.
Related Publications (1)
Number Date Country
20170124687 A1 May 2017 US