Dual aperture zoom camera with video support and switching / non-switching dynamic control

Information

  • Patent Grant
  • 10917576
  • Patent Number
    10,917,576
  • Date Filed
    Thursday, December 5, 2019
    5 years ago
  • Date Issued
    Tuesday, February 9, 2021
    3 years ago
Abstract
A dual-aperture zoom digital camera operable in both still and video modes. The camera includes Wide and Tele imaging sections with respective lens/sensor combinations and image signal processors and a camera controller operatively coupled to the Wide and Tele imaging sections. The Wide and Tele imaging sections provide respective image data. The controller is configured to output, in a zoom-in operation between a lower zoom factor (ZF) value and a higher ZF value, a zoom video output image that includes only Wide image data or only Tele image data, depending on whether a no-switching criterion is fulfilled or not.
Description
FIELD

Embodiments disclosed herein relate in general to digital cameras and in particular to zoom digital cameras with video capabilities.


BACKGROUND

Digital camera modules are currently being incorporated into a variety of host devices. Such host devices include cellular telephones, personal data assistants (PDAs), computers, and so forth. Consumer demand for digital camera modules in host devices continues to grow.


Host device manufacturers prefer digital camera modules to be small, so that they can be incorporated into the host device without increasing its overall size. Further, there is an increasing demand for such cameras to have higher-performance characteristics. One such characteristic possessed by many higher-performance cameras (e.g., standalone digital still cameras) is the ability to vary the focal length of the camera to increase and decrease the magnification of the image. This ability, typically accomplished with a zoom lens, is known as optical zooming. “Zoom” is commonly understood as a capability to pro vide different magnifications of the same scene and/or object by changing the focal length of an optical system, with a higher level of zoom associated with greater magnification and a lower level of zoom associated with lower magnification. Optical zooming is typically accomplished by mechanically moving lens elements relative to each other. Such zoom lenses are typically more expensive, larger and less reliable than fixed focal length lenses. An alternative approach for approximating the zoom effect is achieved with what is known as digital zooming. With digital zooming, instead of varying the focal length of the lens, a processor in the camera crops the image and interpolates between the pixels of the captured image to create a magnified but lower-resolution image.


Attempts to use multi-aperture imaging systems to approximate the effect of a zoom lens are known. A multi-aperture imaging system (implemented for example in a digital camera) includes a plurality of optical sub-systems (also referred to as “cameras”). Each camera includes one or more lenses and/or other optical elements which define an aperture such that received electro-magnetic radiation is imaged by the optical sub-system and a resulting image is directed towards a two-dimensional (2D) pixelated image sensor region. The image sensor (or simply “sensor”) region is configured to receive the image and to generate a set of image data based on the image. The digital camera may be aligned to receive electromagnetic radiation associated with scenery having a given set of one or more objects. The set of image data may be represented as digital image data, as well known in the art. Hereinafter in this description, “image” “image data” and “digital image data” may be used interchangeably. Also, “object” and “scene” may be used interchangeably. As used herein, the term “object” is an entity in the real world imaged to a point or pixel in the image.


Multi-aperture imaging systems and associated methods are described for example in US Patent Publications No. 2008/0030592, 2010/0277619 and 2011/0064327. In US 2008/0030592, two sensors are operated simultaneously to capture an image imaged through an associated lens. A sensor and its associated lens form a lens/sensor combination. The two lenses have different focal lengths. Thus, even though each lens/sensor combination is aligned to look in the same direction, each combination captures an image of the same subject but with two different fields of view (FOV). One sensor is commonly called “Wide” and the other “Tele”. Each sensor provides a separate image, referred to respectively as “Wide” (or “W”) and “Tele” (or “T”) images. A W-image reflects a wider FOV and has lower resolution than the T-image. The images are then stitched (fused) together to form a composite (“fused”) image. In the composite image, the central portion is formed by the relatively higher-resolution image taken by the lens/sensor combination with the longer focal length, and the peripheral portion is formed by a peripheral portion of the relatively lower-resolution image taken by the lens/sensor combination with the shorter focal length. The user selects a desired amount of zoom and the composite image is used to interpolate values from the chosen amount of zoom to provide a respective zoom image. The solution offered by US 2008/0030592 requires, in video mode, very large processing resources in addition to high frame rate requirements and high power consumption (since both cameras are fully operational).


US 2010/0277619 teaches a camera with two lens/sensor combinations, the two lenses having different focal lengths, so that the image from one of the combinations has a FOV approximately 2-3 times greater than the image from the other combination. As a user of the camera requests a given amount of zoom, the zoomed image is provided from the lens/sensor combination having a FOV that is next larger than the requested FOV. Thus, if the requested FOV is less than the smaller FOV combination, the zoomed image is created from the image captured by that combination, using cropping and interpolation if necessary. Similarly, if the requested FOV is greater than the smaller FOV combination, the zoomed image is created from the image captured by the other combination, using cropping and interpolation if necessary. The solution offered by US 2010/0277619 leads to parallax artifacts when moving to the Tele camera in video mode.


In both US 2008/0030592 and US 2010/0277619, different focal length systems cause matching Tele and Wide FOVs to be exposed at different times using CMOS sensors. This degrades the overall image quality. Different optical F numbers (“F #”) cause image intensity differences. Working with such a dual sensor system requires double bandwidth support, i.e. additional wires from the sensors to the following HW component. Neither US 2008/0030592 nor US 2010/0277619 deal with registration errors.


US 2011/0064327 discloses multi-aperture imaging systems and methods for image data fusion that include providing first and second sets of image data corresponding to an imaged first and second scene respectively. The scenes overlap at least partially in an overlap region, defining a first collection of overlap image data as part of the first set of image data, and a second collection of overlap image data as part of the second set of image data. The second collection of overlap image data is represented as a plurality of image data cameras such that each of the cameras is based on at least one characteristic of the second collection, and each camera spans the overlap region. A fused set of image data is produced by an image processor, by modifying the first collection of overlap image data based on at least a selected one of, but less than all of, the image data cameras. The systems and methods disclosed in this application deal solely with fused still images.


None of the known art references provide a thin (e.g. fitting in a cell-phone) dual-aperture zoom digital camera with fixed focal length lenses, the camera configured to operate in both still mode and video mode to provide still and video images, wherein the camera configuration does not use any fusion to provide a continuous, smooth zoom in video mode.


Therefore there is a need for, and it would be advantageous to have thin digital cameras with optical zoom operating in both video and still mode that do not suffer from commonly encountered problems and disadvantages, some of which are listed above.


SUMMARY

Embodiments disclosed herein teach the use of dual-aperture (also referred to as dual-lens or two-sensor) optical zoom digital cameras. The cameras include two cameras, a Wide camera and a Tele camera, each camera including a fixed focal length lens, an image sensor and an image signal processor (ISP). The Tele camera is the higher zoom camera and the Wide camera is the lower zoom camera. In some embodiments, the thickness/effective focal length (EFL) ratio of the Tele lens is smaller than about 1. The image sensor may include two separate 2D pixelated sensors or a single pixelated sensor divided into at least two areas. The digital camera can be operated in both still and video modes. In video mode, optical zoom is achieved “without fusion”, by, in some embodiments, switching between the W and T images to shorten computational time requirements, thus enabling high video rate. To avoid discontinuities in video mode, the switching includes applying additional processing blocks, which include in some embodiments image scaling and shifting. In some embodiments, when a no-switching criterion is fulfilled, optical zoom is achieved in video mode without switching.


As used herein, the term “video” refers to any camera output that captures motion by a series of pictures (images), as opposed to “still mode” that friezes motion. Examples of “video” in cellphones and smartphones include “video mode” or “preview mode”.


In order to reach optical zoom capabilities, a different magnification image of the same scene is captured (grabbed) by each camera, resulting in FOV overlap between the two cameras. Processing is applied on the two images to fuse and output one fused image in still mode. The fused image is processed according to a user zoom factor request. As part of the fusion procedure, up-sampling may be applied on one or both of the grabbed images to scale it to the image grabbed by the Tele camera or to a scale defined by the user. The fusion or up-sampling may be applied to only some of the pixels of a sensor. Down-sampling can be performed as well if the output resolution is smaller than the sensor resolution.


The cameras and associated methods disclosed herein address and correct many of the problems and disadvantages of known dual-aperture optical zoom digital cameras. They provide an overall zoom solution that refers to all aspects: optics, algorithmic processing and system hardware (HW).


In a dual-aperture camera image plane, as seen by each camera (and respective image sensor), a given object will be shifted and have different perspective (shape). This is referred to as point-of-view (POV). The system output image can have the shape and position of either camera image or the shape or position of a combination thereof. If the output image retains the Wide image shape then it has the Wide perspective POV. If it retains the Wide camera position then it has the Wide position POV. The same applies for Tele images position and perspective. As used in this description, the perspective POV may be of the Wide or Tele cameras, while the position POV may shift continuously between the Wide and Tele cameras. In fused images, it is possible to register Tele image pixels to a matching pixel set within the Wide image pixels, in which case the output image will retain the Wide POV (“Wide fusion”). Alternatively, it is possible to register Wide image pixels to a matching pixel set within the Tele image pixels, in which case the output image will retain the Tele POV (“Tele fusion”). It is also possible to perform the registration after either camera image is shifted, in which case the output image will retain the respective Wide or Tele perspective POV.


In an exemplary embodiment, there is provided a zoom digital camera comprising a Wide imaging section that includes a fixed focal length Wide lens with a Wide FOV and a Wide sensor, the Wide imaging section operative to provide Wide image data of an object or scene, a Tele imaging section that includes a fixed focal length Tele lens with a Tele FOV that is narrower than the Wide FOV and a Tele sensor, the Tele imaging section operative to provide Tele image data of the object or scene, and a camera controller operatively coupled to the Wide and Tele imaging sections, the camera controller configured to evaluate a no-switching criterion determined by inputs from both Wide and Tele image data, and, if the no-switching criterion is fulfilled, to output a zoom video output image that includes only Wide image data in a zoom-in operation between a lower zoom factor (ZF) value and a higher ZF value.


In an exemplary embodiment there is provided a method for obtaining zoom images of an object or scene using a digital camera, comprising the steps of providing in the digital camera a Wide imaging section having a Wide lens with a Wide FOV and a Wide sensor, a Tele imaging section having a Tele lens with a Tele FOV that is narrower than the Wide FOV and a Tele sensor, and a camera controller operatively coupled to the Wide and Tele imaging sections, and configuring the camera controller to evaluate a no-switching criterion determined by inputs from both Wide and Tele image data, and, if the no-switching criterion is fulfilled, to output a zoom video output image that includes only Wide image data in a zoom-in operation between a lower ZF value and a higher ZF value.


In some exemplary embodiments, the no-switching criterion includes a shift between the Wide and Tele images calculated by global registration, the shift being greater than a first threshold.


In some exemplary embodiments, the no-switching criterion includes a disparity range calculated by global registration, the disparity range being greater than a second threshold.


In some exemplary embodiments, the no-switching criterion includes an effective resolution of the Tele image being lower than an effective resolution of the Wide image.


In some exemplary embodiments, the no-switching criterion includes a number of corresponding features in the Wide and Tele images being smaller than a third threshold.


In some exemplary embodiments, the no-switching criterion includes a majority of objects imaged in an overlap area of the Wide and Tele images being calculated to be closer to the camera than a first threshold distance.


In some exemplary embodiments, the no-switching criterion includes some objects imaged in an overlap area of the Wide and Tele images being calculated to be closer than a second threshold distance while other objects imaged in the overlap area of the Wide and Tele images being calculated to be farther than a third distance threshold.


In some exemplary embodiments, the camera controller includes a user control module for receiving user inputs and a sensor control module for configuring each sensor to acquire the Wide and Tele image data based on the user inputs.


In some exemplary embodiments, the user inputs include a zoom factor, a camera mode and a region of interest.


In some exemplary embodiments, the Tele lens includes a ratio of total track length (TTL)/effective focal length (EFL) smaller than 1. For a definition of TTL and EFL see e.g. co-assigned US published patent application No. 20150244942.


In some exemplary embodiments, if the no-switching criterion is not fulfilled, the camera controller is further configured to output video output images with a smooth transition when switching between the lower ZF value and the higher ZF value or vice versa, wherein at the lower ZF value the output image is determined by the Wide sensor, and wherein at the higher ZF value the output image is determined by the Tele sensor.


In some exemplary embodiments, the camera controller is further configured to combine in still mode, at a predefined range of ZF values, at least some of the Wide and Tele image data to provide a fused output image of the object or scene from a particular point of view.





BRIEF DESCRIPTION OF THE DRAWINGS

Non-limiting examples of embodiments disclosed herein are described below with reference to figures attached hereto that are listed following this paragraph. Identical structures, elements or parts that appear in more than one figure are generally labeled with a same numeral in all the figures in which they appear. The drawings and descriptions are meant to illuminate and clarify embodiments disclosed herein, and should not be considered limiting in any way.



FIG. 1A shows schematically a block diagram illustrating an exemplary dual-aperture zoom imaging system disclosed herein;



FIG. 1B is a schematic mechanical diagram of the dual-aperture zoom imaging system of FIG. 1A:



FIG. 2 shows an example of a Wide sensor, a Tele sensor and their respective FOVs;



FIG. 3A shows an embodiment of an exemplary method disclosed herein for acquiring a zoom image in video/preview mode;



FIG. 3B shows exemplary feature points in an object;



FIG. 3C shows schematically a known rectification process;



FIG. 4 shows a graph illustrating an effective resolution zoom factor.





DETAILED DESCRIPTION

Definitions:


Sharpness score: the gradients (dx, dy) of the image are compared (through subtraction) to the gradients of its low pass filtered version. A higher difference indicates a sharper original image. The result of this comparison is normalized with respect to the average variations (for example, sum of absolute gradients) of the original image, to obtain an absolute sharpness score.


Edge score: for each image, the edges are found (for example, using Canny edge detection) and the average intensity of gradients along them is calculated, for example, by calculating the magnitude of gradients (dx, dy) for each edge pixel, summing the results and dividing by the total number of edge pixels. The result is the edge score.


Effective resolution score: this score is calculated only in a region of interest (ROI) and provides a good indication of the effective resolution level in the image. As used herein, “ROI” is a user-defined sub-region of the image that may be exemplarily 4% or less of the image area. The effective resolution score can be derived from a combination of the sharpness scores and edge scores for each image, for example by normalizing both to be between [0, 1] and by taking their average.



FIG. 1A shows schematically a block diagram illustrating an exemplary embodiment of a dual-aperture zoom imaging system (also referred to simply as “dual-camera” or “dual-aperture camera”) disclosed herein and numbered 100. Dual-aperture camera 100 comprises a Wide imaging section (“Wide camera”) that includes a Wide lens block 102, a Wide image sensor 104 and a Wide image processor 106. Dual-aperture camera 100 further comprises a Tele imaging section (“Tele camera”) that includes a Tele lens block 108, a Tele image sensor 110 and a Tele image processor 112. The image sensors may be physically separate or may be part of a single larger image sensor. The Wide sensor pixel size can be equal to or different from the Tele sensor pixel size. Dual-aperture camera 100 further comprises a camera fusion processing core (also referred to as “controller”) 114 that includes a sensor control module 116, a user control module 118, a video processing module 126 and a capture processing module 128, all operationally coupled to sensor control block 110. User control module 118 comprises an operational mode function 120, a ROI function 122 and a zoom factor (ZF) function 124.


Sensor control module 116 is connected to the two (Wide and Tele) cameras and to the user control module 118 and used to choose, according to the zoom factor, which of the sensors is operational and to control the exposure mechanism and the sensor readout. Mode choice function 120 is used for choosing capture/video modes. ROI function 122 is used to choose a region of interest. The ROI is the region on which both cameras are focused on. Zoom factor function 124 is used to choose a zoom factor. Video processing module 126 is connected to mode choice function 120 and used for video processing. It is configurable to evaluate a no-switching criterion determined by inputs from both Wide and Tele image data and to make a decision regarding video output. Specifically, upon evaluation of a no-switching criterion, if the no-switching criterion is fulfilled, module 126 is configurable to output a zoom video output image that includes only Wide image data in a zoom-in operation between a lower zoom factor (ZF) value and a higher ZF value. If the no-switching criterion is not fulfilled, module 126 is configurable to combine in still mode, at a predefined range of ZF values, at least some of the Wide and Tele image data to provide a fused output image of the object or scene from a particular point of view. Still processing module 128 is connected to the mode choice function 120 and used for high image quality still mode images. The video processing module is applied when the user desires to shoot in video mode. The capture processing module is applied when the user wishes to shoot still pictures.



FIG. 1B is a schematic mechanical diagram of the dual-aperture zoom imaging system of FIG. 1A. Exemplary dimensions: Wide lens TTL=4.2 mm and EFL=3.5 mm; Tele lens TTL=6 mm and EFL=7 mm; both Wide and Tele sensors ⅓ inch; external dimensions of Wide and Tele cameras: width (w) and length (l)=8.5 mm and height (h)=6.8 mm; distance “d” between camera centers=10 mm.


Following is a detailed description and examples of different methods of use of dual-aperture camera 100.


Still Mode Operation/Function


In still camera mode, the obtained image is fused from information obtained by both cameras at all zoom levels, see FIG. 2, which shows a Wide sensor 202 and a Tele sensor 204 and their respective FOVs. Exemplarily, as shown, the Tele sensor FOV is half the Wide sensor FOV. The still camera mode processing includes two stages: the first stage includes setting HW settings and configuration, where a first objective is to control the sensors in such a way that matching FOVs in both images (Tele and Wide) are scanned at the same time, a second objective is to control the relative exposures according to the lens properties, and a third objective is to minimize the required bandwidth from both sensors for the ISPs. The second stage includes image processing that fuses the Wide and the Tele images to achieve optical zoom, improves SNR and provides wide dynamic range.



FIG. 3A shows image line numbers vs. time for an image section captured by CMOS sensors. A fused image is obtained by line (row) scans of each image. To prevent matching FOVs in both sensors to be scanned at different times, a particular configuration is applied by the camera controller on both image sensors while keeping the same frame rate. The difference in FOV between the sensors determines the relationship between the rolling shutter time and the vertical blanking time for each sensor.


Video Mode Operation/Function


Smooth Transition


When a dual-aperture camera switches the camera output between cameras or points of view, a user will normally see a “jump” (discontinuous) image change. However, a change in the zoom factor for the same camera and POV is viewed as a continuous change. A “smooth transition” (ST) is a transition between cameras or POVs that minimizes the jump effect. This may include matching the position, scale, brightness and color of the output image before and after the transition. However, an entire image position matching between the camera outputs is in many cases impossible, because parallax causes the position shift to be dependent on the object distance. Therefore, in a smooth transition as disclosed herein, the position matching is achieved only in the ROI region while scale brightness and color are matched for the entire output image area.


Zoom-in and Zoom-Out in Video Mode


In video mode, sensor oversampling is used to enable continuous and smooth zoom experience. Processing is applied to eliminate the changes in the image during crossover from one camera to the other. Zoom from 1 to Zswitch is performed using the Wide sensor only. From Zswitch and on, it is performed mainly by the Tele sensor. To prevent “jumps” (roughness in the image), switching to the Tele image is done using a zoom factor which is a bit higher (Zswitch+ΔZoom) than Zswitch. ΔZoom is determined according to the system's properties and is different for cases where zoom-in is applied and cases where zoom-out is applied (ΔZoomin≠ΔZoomout). This is done to prevent residual jumps artifacts to be visible at a certain zoom factor. The switching between sensors, for an increasing zoom and for decreasing zoom, is done on a different zoom factor.


The zoom video mode operation includes two stages: (1) sensor control and configuration and (2) image processing. In the range from 1 to Zswitch, only the Wide sensor is operational, hence, power can be supplied only to this sensor. Similar conditions hold for a Wide AF mechanism. From Zswitch+ΔZoom to Zmax only the Tele sensor is operational, hence, power is supplied only to this sensor. Similarly, only the Tele sensor is operational and power is supplied only to it for a Tele AF mechanism. Another option is that the Tele sensor is operational and the Wide sensor is working in low frame rate. From Zswitch to Zswitch+ΔZoom, both sensors are operational.


Zoom-in: at low ZF up to slightly above ZFT (the zoom factor that enables switching between Wide and Tele outputs) the output image is the digitally zoomed, unchanged Wide camera output. ZFT is defined as follows:

ZFT=Tan(FOVWide)/Tan(FOVTele)

where Tan refers to “tangent”, while FOVWide and FOVTele refer respectively to the Wide and Tele lens fields of view (in degrees). As used herein, the FOV is measured from the center axis to the corner of the sensor (i.e. half the angle of the normal definition). Switching cannot take place below ZFT and it can above it.


In some embodiments for the up-transfer ZF, as disclosed in co-invented and co-owned U.S. Pat. No. 9,185,291, the output is a transformed Tele camera output, where the transformation is performed by a global registration (GR) algorithm to achieve smooth transition. As used herein “global registration” refers to an action for which the inputs are the Wide and Tele images. The Wide image is cropped to display the same FOV as the Tele image. The Tele image is passed through a low pass filter (LPF) and resized to make its appearance as close as possible to the Wide image (lower resolution and same pixel count). The outputs of GR are corresponding feature point pairs in the images along with their disparities, and parameters for differences between the images, i.e. shift and scale. As used herein, “feature point” refers to a point such as points 10a-d in FIG. 3B and refers to a point (pixel) of interest on an object in an image. For purposes set forth in this description, a feature point should be reproducible and invariant to changes in image scale, noise and illumination. Such points usually lie on corners or other high-contrast regions of the object.


Stages of Global Registration


In some exemplary embodiments, global registration may be performed as follows:


1. Find interest points (features) in each image separately by filtering it with, exemplarily, a Difference of Gaussians filter, and finding local extrema on the resulting image.


2. Find feature correspondences (features in both images that describe the same point in space) in a “matching” process. These are also referred to as “feature pairs”, “correspondence pairs” or “matching pairs”. This is done by comparing each feature point from one (Tele or Wide) image (referred to hereinafter as “image 1”) to all feature points in that region from the other (respectively Wide or Tele) image (referred to hereinafter as “image 2”). The features are compared only within their group of minima/maxima, using patch normalized cross-correlation. As used herein, “patch” refers to a group of neighboring pixels around an origin pixel.


3. The normalized cross correlation of two image patches t(x,y) and f(x,y) is







1
n






x
,
y






(


f


(

x
,
y

)


-

f
_


)



(


t


(

x
,
y

)


-

t
_


)




σ
f



σ
t









where n is the number of pixels in both patches, f is the average of f and σf is the standard deviation of f. A match for a feature point from image 1 is only confirmed if its correlation score is much higher (for example, ×1.2) than the next-best matching feature from image 2.


4. Find the disparity between each pair of corresponding features (also referred to as “matching pair”) by subtracting their x and y coordinate values.


5. Filter bad matching points:


a. Following the matching process, matches that include feature points from image 2 that were matched to more than one feature from image 1 are discarded.


b. Matching pairs whose disparity is inconsistent with the other matching pairs are discarded. For example, if there is one corresponding pair which whose disparity is lower or higher than the others by 20 pixels.


6. The localization accuracy for matched points from image 2 is refined by calculating a correlation of neighboring pixel patches from image 2 with the target patch (the patch around the current pixel (of the current matching pair) from image 1, modeling the results as a parabola and finding its maximum.


7. Rotation and fine scale differences are calculated between the two images according to the matching points (for example, by subtracting the center of mass from each set of points, i.e. the part of the matching points belonging to either the Wide or the Tele image, and solving a least squares problem).


8. After compensating for these differences, since the images were rectified, the disparity in the Y axis should be close to 0. Matching points that do not fit this criterion are discarded. A known rectification process is illustrated in FIG. 3C.


9. Finally, the remaining matching points are considered true and the disparities for them are calculated. A weighted average of the disparity is taken as the shift between both images. The maximum difference between disparity values is taken as the disparity range.


10. At various stages during GR, if there are not enough feature/matching points remaining, the GR is stopped and returns a failure flag.


In addition, it is possible to find range calibration to the rectification process by finding the shiftI=shift for objects at infinity and defining shiftD=shift−shiftI and disparity D where =disparity−shiftI. We then calculate








object





distance

=


focalLength
·
baseline


disparity






D
·
pixelSize




,





where “baseline” is the distance between cameras.


Returning now to the Zoom-in process, in some embodiments, for higher ZF than the up-transfer ZF the output is the transformed Tele camera output, digitally zoomed. However, in other embodiments for higher ZF than the up-transfer ZF there will be no switching from the Wide to the Tele camera output, i.e. the output will be from the Wide camera, digitally zoomed. This “no switching” process is described next.


No Switching


Switching from the Wide camera output to the transformed Tele camera output will be performed unless some special condition (criterion), determined based on inputs obtained from the two camera images, occurs. In other words, switching will not be performed only if at least one of the following no-switching criteria is fulfilled:


1. if the shift calculated by GR is greater than a first threshold, for example 50 pixels.


2. if the disparity range calculated by GR is greater than a second threshold, for example 20 pixels, because in this case there is no global shift correction that will suppress movement/jump for all objects distances (smooth transition is impossible for all objects).


3. if the effective resolution score of the Tele image is lower than that of the Wide image. In this case, there is no point in performing the transition because no value (i.e. resolution) is gained. Smooth transition is possible but undesirable.


4. if the GR fails, i.e. if the number of matching pairs found is less than a third threshold, for example 20 matching pairs.


5. if, for example, that are imaged onto the overlap area are calculated to be closer than a first threshold distance, for example 30 cm, because this can result in a large image shift to obtain ST.


6. if some objects (for example two objects) that are imaged in the overlap area are calculated to be closer than a second threshold distance, for example 50 cm, while other objects (for example two objects) are calculated to be farther than a third threshold distance for example 10 m. The reason is that the shift between an object position in the Wide and Tele cameras is object distance dependent, where the closer the objects the larger the shift, so an image containing significantly close and far objects cannot be matched by simple transformation (shift scale) to be similar and thus provide ST between cameras.


Zoom-out: at high ZF down to slightly below ZFT, the output image is the digitally zoomed transformed Tele camera output. For the down-transfer ZF, the output is a shifted Wide camera output, where the Wide shift correction is performed by the GR algorithm to achieve smooth transition, i.e. with no jump in the ROI region. For lower (than the down-transfer) ZF, the output is basically the down-transfer ZF output digitally zoomed but with gradually smaller Wide shift correction, until for ZF=1 the output is the unchanged Wide camera output.


Note that if a no-switching criterion is not fulfilled, then the camera will output without fusion continuous zoom video mode output images of the object or scene, each output image having a respective output resolution, the video output images being provided with a smooth transition when switching between the lower ZF value and the higher ZF value or vice versa, wherein at the lower ZF value the output resolution is determined by the Wide sensor, and wherein at the higher ZF value the output resolution is determined by the Tele sensor.



FIG. 3A shows an embodiment of a method disclosed herein for acquiring a zoom image in video/preview mode for 3 different zoom factor (ZF) ranges: (a) ZF range=1:Zswitch; (b) ZF range=Zswitch:Zswitch+ΔZoomin: and (c) Zoom factor range=Zswitch+ΔZoomin:Zmax. The description is with reference to a graph of effective resolution vs. zoom factor (FIG. 4). In step 302, sensor control module 116 chooses (directs) the sensor (Wide, Tele or both) to be operational. Specifically, if the ZF range=1:Zswitch, module 116 directs the Wide sensor to be operational and the Tele sensor to be non-operational. If the ZF range is Zswitch:Zswitch+ΔZoomin, module 116 directs both sensors to be operational and the zoom image is generated from the Wide sensor. If the ZF range is Zswitch+ΔZoomin:Zmax, module 116 directs the Wide sensor to be non-operational and the Tele sensor to be operational. After the sensor choice in step 302, all following actions are performed in video processing core 126. Optionally, in step 304, color balance is calculated if two images are provided by the two sensors. Optionally yet, in step 306, the calculated color balance is applied in one of the images (depending on the zoom factor). Further optionally, in step 308, registration is performed between the Wide and Tele images to output a transformation coefficient. The transformation coefficient can be used to set an AF position in step 310. In step 312, an output of any of steps 302-308 is applied on one of the images (depending on the zoom factor) for image signal processing that may include denoising, demosaicing, sharpening, scaling, etc. In step 314, the processed image is resampled according to the transformation coefficient, the requested ZF (obtained from zoom function 124) and the output video resolution (for example 1080p). To avoid a transition point to be executed at the same ZF, ΔZoom can change while zooming in and while zooming out. This will result in hysteresis in the sensor switching point.


In more detail, for ZF range 1:Zswitch for ZF<Zswitch, the Wide image data is transferred to the ISP in step 312 and resampled in step 314. For ZF range=Zswitch:Zswitch+ΔZoomin, both sensors are operational and the zoom image is generated from the Wide sensor. The color balance is calculated for both images according to a given ROI. In addition, for a given ROI, registration is performed between the Wide and Tele images to output a transformation coefficient. The transformation coefficient is used to set an AF position. The transformation coefficient includes the translation between matching points in the two images. This translation can be measured in a number of pixels. Different translations will result in a different number of pixel movements between matching points in the images. This movement can be translated into depth and the depth can be translated into an AF position. This enables to set the AF position by only analyzing two images (Wide and Tele). The result is fast focusing.


Both color balance ratios and transformation coefficient are used in the ISP step. In parallel, the Wide image is processed to provide a processed image, followed by resampling. For ZF range=Zswitch+ΔZoomin:Zmax and for Zoom factor>Zswitch+ΔZoomin, the color balance calculated previously is now applied on the Tele image. The Tele image data is transferred to the ISP in step 312 and resampled in step 314. To eliminate crossover artifacts and to enable smooth transition to the Tele image, the processed Tele image is resampled according to the transformation coefficient, the requested ZF (obtained from zoom function 124) and the output video resolution (for example 1080p).



FIG. 4 shows the effective resolution as a function of the zoom factor for a zoom-in case and for a zoom-out case ΔZoomup is set when one zooms in, and ΔZoomdown is set when one zooms out. Setting ΔZoomup to be different from ΔZoomdown will result in transition between the sensors to be performed at different zoom factor (“hysteresis”) when zoom-in is used and when zoom-out is used. This hysteresis phenomenon in the video mode results in smooth continuous zoom experience.


In conclusion, dual aperture optical zoom digital cameras and associate methods disclosed herein reduce the amount of processing resources, lower frame rate requirements, reduce power consumption, remove parallax artifacts and provide continuous focus (or provide loss of focus) when changing from Wide to Tele in video mode. They provide a dramatic reduction of the disparity range and avoid false registration in capture mode. They reduce image intensity differences and enable work with a single sensor bandwidth instead of two, as in known cameras.


All patent applications mentioned in this specification are herein incorporated in their entirety by reference into the specification, to the same extent as if each individual patent application was specifically and individually indicated to be incorporated herein by reference. In addition, citation or identification of any reference in this application shall not be construed as an admission that such reference is available as prior art to the present disclosure.


While this disclosure has been described in terms of certain embodiments and generally associated methods, alterations and permutations of the embodiments and methods will be apparent to those skilled in the art. The disclosure is to be understood as not limited by the specific embodiments described herein, but only by the scope of the appended claims.

Claims
  • 1. A zoom digital camera comprising: a) a Wide imaging section that includes a fixed focal length Wide lens with a Wide field of view (FOV) and a Wide sensor, the Wide imaging section operative to provide Wide image data of an object or scene;b) a Tele imaging section that includes a fixed focal length Tele lens with a Tele FOV that is narrower than the Wide FOV and a Tele sensor, the Tele imaging section operative to provide Tele image data of the object or scene; andc) a camera controller operatively coupled to the Wide and Tele imaging sections, wherein the camera controller is configured in an operational mode to continuously evaluate if a no-switching criterion is fulfilled or not fulfilled,wherein if the no-switching criterion is fulfilled at a zoom factor value (ZF) higher than an up-transfer ZF, then the camera controller is further configured to output a zoom video image that includes only Wide image data, orif the no-switching criterion is not fulfilled, then the camera controller is further configured to output at the same ZF higher than the up-transfer ZF a zoom video output image that includes only transformed, digitally zoomed Tele image data.
  • 2. The camera of claim 1, wherein the no-switching criterion includes a shift between the Wide and Tele images calculated by global registration, the shift being greater than a first threshold.
  • 3. The camera of claim 1, wherein the no-switching criterion includes a disparity range calculated by global registration, the disparity range being greater than a second threshold.
  • 4. The camera of claim 1, wherein the no-switching criterion includes an effective resolution of the Tele image being lower than an effective resolution of the Wide image.
  • 5. The camera of claim 1, wherein the no-switching criterion includes a number of corresponding features in the Wide and Tele images being smaller than a third threshold.
  • 6. The camera of claim 1, wherein the no-switching criterion includes a majority of objects imaged in an overlap area of the Wide and Tele images being calculated to be closer to the camera than a first threshold distance.
  • 7. The camera of claim 1, wherein the no-switching criterion includes some objects imaged in an overlap area of the Wide and Tele images being calculated to be closer than a second threshold distance while other objects imaged in the overlap area of the Wide and Tele images being calculated to be farther than a third distance threshold.
  • 8. The camera of claim 1, wherein the camera controller includes a user control module for receiving user inputs and a sensor control module for configuring each sensor to acquire the Wide and Tele image data based on the user inputs.
  • 9. The camera of claim 8, wherein the user inputs include a zoom factor, a camera mode and a region of interest.
  • 10. The camera of claim 1, wherein the Tele lens includes a ratio of total track length (TTL)/effective focal length (EFL) smaller than 1.
  • 11. The camera of claim 1, wherein the operational mode is a preview mode.
  • 12. The camera of claim 1, wherein the operational mode is a still mode.
  • 13. A method for obtaining zoom images of an object or scene using a digital camera, comprising: a) providing in the digital camera a Wide imaging section having a Wide lens with a Wide field of view (FOV) and a Wide sensor, a Tele imaging section having a Tele lens with a Tele FOV that is narrower than the Wide FOV and a Tele sensor, and a camera controller operatively coupled to the Wide and Tele imaging sections;b) configuring, in an operational mode, a camera controller to evaluate continuously if a no-switching criterion is fulfilled or not fulfilled; andc) if the no-switching criterion is fulfilled at a zoom factor value (ZF) higher than an up-transfer ZF, configuring the camera controller to output a zoom video image at the same ZF that includes only digitally zoomed Wide image data, or if the no-switching criterion is not fulfilled at a zoom factor value (ZF) higher than an up-transfer ZF, configuring the camera controller to output a zoom video output image at the same ZF that includes only transformed, digitally zoomed Tele image data.
  • 14. The method of claim 13, wherein the no-switching criterion includes a shift between the Wide and Tele images calculated by global registration, the shift being greater than a first threshold.
  • 15. The method of claim 13, wherein the no-switching criterion includes a disparity range calculated by global registration, the disparity range being greater than a second threshold.
  • 16. The method of claim 13, wherein the no-switching criterion includes an effective resolution of the Tele image being lower than an effective resolution of the Wide image.
  • 17. The method of claim 13, wherein the no-switching criterion includes a number of corresponding features in the Wide and Tele images being smaller than a third threshold.
  • 18. The method of claim 13, wherein the configuring the camera controller includes configuring the camera controller in a preview mode.
  • 19. The method of claim 13, wherein the configuring the camera includes configuring the camera controller in a still mode.
CROSS REFERENCE TO RELATED APPLICATIONS

This application is a continuation of application Ser. No. 16/434,417 filed Jun. 7, 2019 (now allowed), which was a continuation of application Ser. No. 16/241,505 filed Jan. 7, 2019 (issued as U.S. Pat. No. 10,356,332), which was a continuation of application Ser. No. 15/324,720 filed Jan. 8, 2017 (issued as U.S. Pat. No. 10,230,898), which was a 371 application from international patent application PCT/IB2016/053803 filed Jun. 26, 2016, and is related to and claims priority from U.S. Provisional Patent Application No. 62/204,667 filed Aug. 13, 2015 which is expressly incorporated herein by reference in its entirety.

US Referenced Citations (296)
Number Name Date Kind
4199785 McCullough et al. Apr 1980 A
5005083 Grage et al. Apr 1991 A
5032917 Aschwanden Jul 1991 A
5041852 Misawa et al. Aug 1991 A
5051830 von Hoessle Sep 1991 A
5099263 Matsumoto et al. Mar 1992 A
5248971 Mandl Sep 1993 A
5287093 Amano et al. Feb 1994 A
5394520 Hall Feb 1995 A
5436660 Sakamoto Jul 1995 A
5444478 Lelong et al. Aug 1995 A
5459520 Sasaki Oct 1995 A
5657402 Bender et al. Aug 1997 A
5682198 Katayama et al. Oct 1997 A
5768443 Michael et al. Jun 1998 A
5926190 Turkowski et al. Jul 1999 A
5940641 McIntyre et al. Aug 1999 A
5982951 Katayama et al. Nov 1999 A
6101334 Fantone Aug 2000 A
6128416 Oura Oct 2000 A
6148120 Sussman Nov 2000 A
6208765 Bergen Mar 2001 B1
6268611 Pettersson et al. Jul 2001 B1
6549215 Jouppi Apr 2003 B2
6611289 Yu et al. Aug 2003 B1
6643416 Daniels et al. Nov 2003 B1
6650368 Doron Nov 2003 B1
6680748 Monti Jan 2004 B1
6714665 Hanna et al. Mar 2004 B1
6724421 Glatt Apr 2004 B1
6738073 Park et al. May 2004 B2
6741250 Furlan et al. May 2004 B1
6750903 Miyatake et al. Jun 2004 B1
6778207 Lee et al. Aug 2004 B1
7002583 Rabb, III Feb 2006 B2
7015954 Foote et al. Mar 2006 B1
7038716 Klein et al. May 2006 B2
7199348 Olsen et al. Apr 2007 B2
7206136 Labaziewicz et al. Apr 2007 B2
7248294 Slatter Jul 2007 B2
7256944 Labaziewicz et al. Aug 2007 B2
7305180 Labaziewicz et al. Dec 2007 B2
7339621 Fortier Mar 2008 B2
7346217 Gold, Jr. Mar 2008 B1
7365793 Cheatle et al. Apr 2008 B2
7411610 Doyle Aug 2008 B2
7424218 Baudisch et al. Sep 2008 B2
7509041 Hosono Mar 2009 B2
7533819 Barkan et al. May 2009 B2
7619683 Davis Nov 2009 B2
7738016 Toyofuku Jun 2010 B2
7773121 Huntsberger et al. Aug 2010 B1
7809256 Kuroda et al. Oct 2010 B2
7880776 LeGall et al. Feb 2011 B2
7918398 Li et al. Apr 2011 B2
7964835 Olsen et al. Jun 2011 B2
7978239 Deever et al. Jul 2011 B2
8115825 Culbert et al. Feb 2012 B2
8149327 Lin et al. Apr 2012 B2
8154610 Jo et al. Apr 2012 B2
8238695 Davey et al. Aug 2012 B1
8274552 Dahi et al. Sep 2012 B2
8390729 Long et al. Mar 2013 B2
8391697 Cho et al. Mar 2013 B2
8400555 Georgiev et al. Mar 2013 B1
8439265 Ferren et al. May 2013 B2
8446484 Muukki et al. May 2013 B2
8483452 Ueda et al. Jul 2013 B2
8514491 Duparre Aug 2013 B2
8547389 Hoppe et al. Oct 2013 B2
8553106 Scarff Oct 2013 B2
8587691 Takane Nov 2013 B2
8619148 Watts et al. Dec 2013 B1
8803990 Smith Aug 2014 B2
8896655 Mauchly et al. Nov 2014 B2
8976255 Matsuoto et al. Mar 2015 B2
9019387 Nakano Apr 2015 B2
9025073 Attar et al. May 2015 B2
9025077 Attar et al. May 2015 B2
9041835 Honda May 2015 B2
9137447 Shibuno Sep 2015 B2
9185291 Shabtay Nov 2015 B1
9215377 Sokeila et al. Dec 2015 B2
9215385 Luo Dec 2015 B2
9270875 Brisedoux et al. Feb 2016 B2
9286680 Jiang et al. Mar 2016 B1
9344626 Silverstein et al. May 2016 B2
9360671 Zhou Jun 2016 B1
9369621 Malone et al. Jun 2016 B2
9413930 Geerds Aug 2016 B2
9413984 Attar et al. Aug 2016 B2
9420180 Jin Aug 2016 B2
9438792 Nakada et al. Sep 2016 B2
9485432 Medasani et al. Nov 2016 B1
9578257 Attar et al. Feb 2017 B2
9618748 Munger et al. Apr 2017 B2
9681057 Attar et al. Jun 2017 B2
9723220 Sugie Aug 2017 B2
9736365 Laroia Aug 2017 B2
9736391 Du et al. Aug 2017 B2
9768310 Ahn et al. Sep 2017 B2
9800798 Ravirala et al. Oct 2017 B2
9851803 Fisher et al. Dec 2017 B2
9894287 Qian et al. Feb 2018 B2
9900522 Lu Feb 2018 B2
9927600 Goldenberg et al. Mar 2018 B2
10230898 Cohen Mar 2019 B2
10567666 Cohen Feb 2020 B2
20020005902 Yuen Jan 2002 A1
20020030163 Zhang Mar 2002 A1
20020063711 Park et al. May 2002 A1
20020075258 Park et al. Jun 2002 A1
20020122113 Foote Sep 2002 A1
20020167741 Koiwai et al. Nov 2002 A1
20030030729 Prentice et al. Feb 2003 A1
20030093805 Gin May 2003 A1
20030160886 Misawa et al. Aug 2003 A1
20030202113 Yoshikawa Oct 2003 A1
20040008773 Itokawa Jan 2004 A1
20040012683 Yamasaki et al. Jan 2004 A1
20040017386 Liu et al. Jan 2004 A1
20040027367 Pilu Feb 2004 A1
20040061788 Bateman Apr 2004 A1
20040141065 Hara et al. Jul 2004 A1
20040141086 Mihara Jul 2004 A1
20040240052 Minefuji et al. Dec 2004 A1
20050013509 Samadani Jan 2005 A1
20050046740 Davis Mar 2005 A1
20050157184 Nakanishi et al. Jul 2005 A1
20050168834 Matsumoto et al. Aug 2005 A1
20050185049 Iwai et al. Aug 2005 A1
20050200718 Lee Sep 2005 A1
20060054782 Olsen et al. Mar 2006 A1
20060056056 Ahiska et al. Mar 2006 A1
20060067672 Washisu et al. Mar 2006 A1
20060102907 Lee et al. May 2006 A1
20060125937 LeGall et al. Jun 2006 A1
20060170793 Pasquarette et al. Aug 2006 A1
20060175549 Miller et al. Aug 2006 A1
20060187310 Janson et al. Aug 2006 A1
20060187322 Janson et al. Aug 2006 A1
20060187338 May et al. Aug 2006 A1
20060227236 Pak Oct 2006 A1
20070024737 Nakamura et al. Feb 2007 A1
20070025713 Hosono Feb 2007 A1
20070126911 Nanjo Jun 2007 A1
20070177025 Kopet et al. Aug 2007 A1
20070182833 Toyofuku Aug 2007 A1
20070188653 Pollock et al. Aug 2007 A1
20070189386 Imagawa et al. Aug 2007 A1
20070257184 Olsen et al. Nov 2007 A1
20070285550 Son Dec 2007 A1
20080017557 Witdouck Jan 2008 A1
20080024614 Li et al. Jan 2008 A1
20080025634 Border et al. Jan 2008 A1
20080030592 Border et al. Feb 2008 A1
20080030611 Jenkins Feb 2008 A1
20080084484 Ochi et al. Apr 2008 A1
20080106629 Kurtz et al. May 2008 A1
20080117316 Orimoto May 2008 A1
20080129831 Cho et al. Jun 2008 A1
20080218611 Parulski et al. Sep 2008 A1
20080218612 Border et al. Sep 2008 A1
20080218613 Janson et al. Sep 2008 A1
20080219654 Border et al. Sep 2008 A1
20090086074 Li et al. Apr 2009 A1
20090109556 Shimizu et al. Apr 2009 A1
20090122195 Van Baar et al. May 2009 A1
20090122406 Rouvinen et al. May 2009 A1
20090128644 Camp et al. May 2009 A1
20090219547 Kauhanen et al. Sep 2009 A1
20090252484 Hasuda et al. Oct 2009 A1
20090295949 Ojala Dec 2009 A1
20090324135 Kondo et al. Dec 2009 A1
20100013906 Border et al. Jan 2010 A1
20100020221 Tupman et al. Jan 2010 A1
20100060746 Olsen et al. Mar 2010 A9
20100097444 Lablans Apr 2010 A1
20100103194 Chen et al. Apr 2010 A1
20100165131 Makimoto et al. Jul 2010 A1
20100196001 Ryynänen et al. Aug 2010 A1
20100238327 Griffith et al. Sep 2010 A1
20100259836 Kang et al. Oct 2010 A1
20100277619 Scarff Nov 2010 A1
20100283842 Guissin et al. Nov 2010 A1
20100321494 Peterson et al. Dec 2010 A1
20110058320 Kim et al. Mar 2011 A1
20110063417 Peters et al. Mar 2011 A1
20110063446 McMordie et al. Mar 2011 A1
20110064327 Dagher et al. Mar 2011 A1
20110080487 Venkataraman et al. Apr 2011 A1
20110128288 Petrou et al. Jun 2011 A1
20110164172 Shintani et al. Jul 2011 A1
20110229054 Weston et al. Sep 2011 A1
20110234798 Chou Sep 2011 A1
20110234853 Hayashi et al. Sep 2011 A1
20110234881 Wakabayashi et al. Sep 2011 A1
20110242286 Pace et al. Oct 2011 A1
20110242355 Goma et al. Oct 2011 A1
20110298966 Kirschstein et al. Dec 2011 A1
20120026366 Golan et al. Feb 2012 A1
20120044372 Cote et al. Feb 2012 A1
20120062780 Morihisa Mar 2012 A1
20120069235 Imai Mar 2012 A1
20120075489 Nishihara Mar 2012 A1
20120105579 Jeon et al. May 2012 A1
20120124525 Kang May 2012 A1
20120154547 Aizawa Jun 2012 A1
20120154614 Moriya et al. Jun 2012 A1
20120196648 Havens et al. Aug 2012 A1
20120229663 Nelson et al. Sep 2012 A1
20120249815 Bohn et al. Oct 2012 A1
20120287315 Huang et al. Nov 2012 A1
20120320467 Baik et al. Dec 2012 A1
20130002928 Imai Jan 2013 A1
20130016427 Sugawara Jan 2013 A1
20130063629 Webster et al. Mar 2013 A1
20130076922 Shihoh et al. Mar 2013 A1
20130093842 Yahata Apr 2013 A1
20130094126 Rappoport et al. Apr 2013 A1
20130113894 Mirlay May 2013 A1
20130135445 Dahi et al. May 2013 A1
20130155176 Paripally et al. Jun 2013 A1
20130182150 Asakura Jul 2013 A1
20130201360 Song Aug 2013 A1
20130202273 Ouedraogo et al. Aug 2013 A1
20130235224 Park et al. Sep 2013 A1
20130250150 Malone et al. Sep 2013 A1
20130258044 Betts-LaCroix Oct 2013 A1
20130270419 Singh et al. Oct 2013 A1
20130278785 Nomura et al. Oct 2013 A1
20130321668 Kamath Dec 2013 A1
20140009631 Topliss Jan 2014 A1
20140049615 Uwagawa Feb 2014 A1
20140118584 Lee et al. May 2014 A1
20140192238 Attar et al. Jul 2014 A1
20140192253 Laroia Jul 2014 A1
20140218587 Shah Aug 2014 A1
20140253693 Shikata Sep 2014 A1
20140267834 Aoki Sep 2014 A1
20140313316 Olsson et al. Oct 2014 A1
20140362242 Takizawa Dec 2014 A1
20150002683 Hu et al. Jan 2015 A1
20150042870 Chan et al. Feb 2015 A1
20150070781 Cheng et al. Mar 2015 A1
20150085174 Shabtay Mar 2015 A1
20150092066 Geiss et al. Apr 2015 A1
20150103147 Ho et al. Apr 2015 A1
20150138381 Ahn May 2015 A1
20150154776 Zhang et al. Jun 2015 A1
20150162048 Hirata et al. Jun 2015 A1
20150195458 Nakayama et al. Jul 2015 A1
20150215516 Dolgin Jul 2015 A1
20150237280 Choi et al. Aug 2015 A1
20150242994 Shen Aug 2015 A1
20150244906 Wu et al. Aug 2015 A1
20150253543 Mercado Sep 2015 A1
20150253647 Mercado Sep 2015 A1
20150261299 Wajs Sep 2015 A1
20150271471 Hsieh et al. Sep 2015 A1
20150281678 Park et al. Oct 2015 A1
20150286033 Osborne Oct 2015 A1
20150316744 Chen Nov 2015 A1
20150334309 Peng et al. Nov 2015 A1
20160044250 Shabtay et al. Feb 2016 A1
20160070088 Koguchi Mar 2016 A1
20160154202 Wippermann et al. Jun 2016 A1
20160154204 Lim et al. Jun 2016 A1
20160212358 Shikata Jul 2016 A1
20160212418 Demirdjian et al. Jul 2016 A1
20160241751 Park Aug 2016 A1
20160241793 Ravirala Aug 2016 A1
20160291295 Shabtay et al. Oct 2016 A1
20160295112 Georgiev et al. Oct 2016 A1
20160301840 Du et al. Oct 2016 A1
20160353008 Osborne Dec 2016 A1
20160353012 Kao et al. Dec 2016 A1
20170019616 Zhu et al. Jan 2017 A1
20170070731 Darling et al. Mar 2017 A1
20170187962 Lee et al. Jun 2017 A1
20170214846 Du et al. Jul 2017 A1
20170214866 Zhu et al. Jul 2017 A1
20170242225 Fiske Aug 2017 A1
20170289458 Song et al. Oct 2017 A1
20180013944 Evans, V et al. Jan 2018 A1
20180017844 Yu et al. Jan 2018 A1
20180024329 Goldenberg et al. Jan 2018 A1
20180059379 Chou Mar 2018 A1
20180120674 Avivi et al. May 2018 A1
20180150973 Tang et al. May 2018 A1
20180176426 Wei et al. Jun 2018 A1
20180198897 Tang et al. Jul 2018 A1
20180241922 Baldwin et al. Aug 2018 A1
20180295292 Lee et al. Oct 2018 A1
20180300901 Wakai et al. Oct 2018 A1
20190121103 Bachar et al. Apr 2019 A1
Foreign Referenced Citations (39)
Number Date Country
101276415 Oct 2008 CN
201514511 Jun 2010 CN
102739949 Oct 2012 CN
103024272 Apr 2013 CN
103841404 Jun 2014 CN
1536633 Jun 2005 EP
1780567 May 2007 EP
2523450 Nov 2012 EP
S59191146 Oct 1984 JP
04211230 Aug 1992 JP
H07318864 Dec 1995 JP
08271976 Oct 1996 JP
2002010276 Jan 2002 JP
2003298920 Oct 2003 JP
2004133054 Apr 2004 JP
2004245982 Sep 2004 JP
2005099265 Apr 2005 JP
2006238325 Sep 2006 JP
2007228006 Sep 2007 JP
2007306282 Nov 2007 JP
2008076485 Apr 2008 JP
2010204341 Sep 2010 JP
2011085666 Apr 2011 JP
2013106289 May 2013 JP
20070005946 Jan 2007 KR
20090058229 Jun 2009 KR
20100008936 Jan 2010 KR
20140014787 Feb 2014 KR
101477178 Dec 2014 KR
20140144126 Dec 2014 KR
20150118012 Oct 2015 KR
2000027131 May 2000 WO
2004084542 Sep 2004 WO
2006008805 Jan 2006 WO
2010122841 Oct 2010 WO
2014072818 May 2014 WO
2017025822 Feb 2017 WO
2017037688 Mar 2017 WO
2018130898 Jul 2018 WO
Non-Patent Literature Citations (16)
Entry
Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System, Greienhagen et al., Publisher: IEEE, 2000, 8 pages.
A 3MPixel Multi-Aperture Image Sensor with 0.7μm Pixels in 0.11μm CMOS, Fife et al., Stanford University, 2008, 3 pages.
Dual camera intelligent sensor for high definition 360 degrees surveillance, Scotti et al., Publisher: IET, May 9, 2000, 8 pages.
Dual-sensor foveated imaging system, Hua et al., Publisher: Optical Society of America, Jan. 14, 2008, 11 pages.
Defocus Video Matting, McGuire et al., Publisher: ACM SIGGRAPH, Jul. 31, 2005, 11 pages.
Compact multi-aperture imaging with high angular resolution, Santacana et al., Publisher: Optical Society of America, 2015, 10 pages.
Multi-Aperture Photography, Green et al., Publisher: Mitsubishi Electric Research Laboratories, Inc., Jul. 2007, 10 pages.
Multispectral Bilateral Video Fusion, Bennett et al., Publisher: IEEE, May 2007, 10 pages.
Super-resolution imaging using a camera array, Santacana et al., Publisher: Optical Society of America, 2014, 6 pages.
Optical Splitting Trees for High-Precision Monocular Imaging, McGuire et al., Publisher: IEEE, 2007, 11 pages.
High Performance Imaging Using Large Camera Arrays, Wilburn et al., Publisher: Association for Computing Machinery, Inc., 2005, 12 pages.
Real-time Edge-Aware Image Processing with the Bilateral Grid, Chen et al., Publisher: ACM SIGGRAPH, 2007, 9 pages.
Superimposed multi-resolution imaging, Carles et al., Publisher: Optical Society of America, 2017, 13 pages.
Viewfinder Alignment, Adams et al., Publisher: Eurographics, 2008, 10 pages.
Dual-Camera System for Multi-Level Activity Recognition, Bodor et al., Publisher: IEEE, Oct. 2014, 6 pages.
Engineered to the task: Why camera-phone cameras are different, Giles Humpston, Publisher: Solid State Technology, Jun. 2009, 3 pages.
Related Publications (1)
Number Date Country
20200106964 A1 Apr 2020 US
Provisional Applications (1)
Number Date Country
62204667 Aug 2015 US
Continuations (3)
Number Date Country
Parent 16434417 Jun 2019 US
Child 16704266 US
Parent 16241505 Jan 2019 US
Child 16434417 US
Parent 15324720 US
Child 16241505 US