The present invention relates to systems and method for processing documents, and more particularly to an embodiment of a system, and method implementing the same, in which content of the document is identified relative to a reference associated with a decodable indicia affixed to the document.
Indicia reading terminals are available in multiple varieties. Well-known among the varieties is the gun style terminal as commonly seen at retail store checkout counters. Other terminals are also available that provide enhanced functions, have keyboards, and displays, and include advanced networking communication capabilities.
These terminals are useful to read and decode the information encoded in decodable indicia. Such decodable indicia are utilized generously, from encoding shipping and tracking information for packages to any number of forms and documents including, but not limited to, tax forms, order forms, transaction forms, survey forms, delivery forms, prescriptions, receipts, newspapers, product documents, reports, and the like. Moreover, while terminals and scanners are commonly used to decode the decodable indicia on these forms and documents, other devices may be used such as devices that can produce a digital version of the form and/or the document.
These devices typically utilize image sensors to decode information encoded in bar code symbols, and more particularly to process with bar code decoding algorithms captured images of the forms and documents. The availability of higher density image sensor arrays such as arrays that have ever increasing numbers of pixels, however, has increased the numbers of pixel values that must be processed to obtain the information coded in, e.g., the bar code symbology. Although the greater number of pixel values generally provides image representations of higher resolution, such resolution comes at the cost of processing speed.
There is a need for systems that include these terminals for processing documents that are operatively configured to identify content of the document in a highly reliable and accurate fashion without substantially sacrificing processing time.
As discussed in more detail below, there is provided systems and methods for processing documents that have improved processing characteristics. Embodiments of these systems can include indicia reading terminals operatively configured to decode decodable indicia affixed to the document to locate content relative to a reference associated with the decodable indicia.
In one embodiment, a system for processing a document. The system comprises an indicia reading terminal comprising a two dimensional image sensor array comprising a plurality of pixels extending along an image plane, an optical assembly for use in focusing imaging light rays onto the plurality of pixels of said two dimensional image sensor array, and a housing encapsulating the two dimensional image sensor array and the optical assembly. In one example, the system is operative in a mode in which the system, in response to an operator initiated command, captures a frame of image data and processes the frame of image data for attempting to decode a form barcode on the document. In another example, the system is operative to identify a coordinate system on an image plane from information stored in the form barcode. In yet another example, the system is yet further operative to identify relative to the form barcode and in the coordinate system the position of a content field located on the document. In still yet another example of the system, processing of the frame of image data on a first document having the form barcode disposed thereon is faster than processing of the frame of image data on a second document without the form barcode.
In another embodiment, a system for automatedly handling documents. The system comprises an indicia reading terminal comprising a two dimensional image sensor array comprising a plurality of pixels extending along an image plane, an optical assembly for use in focusing imaging light rays onto the plurality of pixels of said two dimensional image sensor array, and a housing encapsulating the two dimensional image sensor array and the optical assembly. The system also comprises an external server in communication with the indicia reading terminal, the external server external to the indicia reading terminal. In one example, the system is operative in a mode in which the system, in response to an operator initiated command, captures a frame of image data and processes the frame of image data for attempting to decode a form barcode on the document. In another example, the system is operative to form an image plan on which is located a grid respecting a coordinate system. In yet another example of the system, the grid has grid points established from at least one corner of the form barcode. In still another example, the system is operative to identify on the grid a content field with coordinates in the coordinate system that correspond to information encoded in the form barcode. In still yet another example of the system, processing of the frame of image data on a first document having the form barcode disposed thereon is faster than processing of the frame of image data on a second document without the form barcode.
In yet another embodiment, a method of processing a document comprises a step for capturing a frame of image data corresponding to the document and a step for processing the frame of image data to locate a form barcode affixed to the document. The method also comprises a step for establishing a coordinate system on an image plane respecting the captured image data. The method further comprises a step for locating relative to the form barcode and on the coordinate system a content field on the document. In one example of the method, processing of the frame of image data on a first document having the form barcode disposed thereon is faster than processing of the frame of image data on a second document without the form barcode.
So that the manner in which the above recited features of the present invention can be understood in detail, a more particular description of the invention briefly summarized above, may be had by reference to the embodiments, some of which are illustrated in the accompanying drawings. It is to be noted, however, that the appended drawings illustrate only typical embodiments of this invention and are therefore not to be considered limiting of its scope, for the invention may admit to other equally effective embodiments. Moreover, the drawings are not necessarily to scale, emphasis generally being placed upon illustrating the principles of certain embodiments of invention.
Thus, for further understanding of the concepts of the invention, reference can be made to the following detailed description, read in connection with the drawings in which:
Concepts of the present invention that are presented below can be implemented as part of document management and/or document processing systems that are configured to capture image data of a document, to process the captured document image data, and to identify aspects (or areas or fields) of the document by way of processing the captured document image data. To reduce processing time, and thus improve throughput, accuracy, and reliability of such systems, embodiments of the present disclosure can utilize decodable indicia such as bar codes to identify the aspects of the document upon which the decodable indicia is affixed. One embodiment, for example, can implement decodable indicia or a form barcode with information decoded therein respecting the location, position, and other characteristics that correlate the locality of fields within the document relative to the form barcode. This correlation is beneficial because it can reduce processing time and the possibility of error by bringing forward during processing information about the document which would normally require extensive processing of the captured document image data.
To further understand these concepts, and referring now to
The document 100 can also include one or more form barcodes, generally identified by the numeral 122. The form barcode 122 can be a barcode or other decodable indicia in which there is embedded information respecting the document content 108. The form barcode 122 can have a form factor 124 identified by a form barcode boundary 126. In one example, the form barcode boundary 126 can include corners 128 and, for purposes of the illustrative example discussed below, the corners 128 include corners 128A, 128B, 128C, 128D. The form barcode 122 can also include a reference 130 such as at least one reference point 132, relative to which can be identified the position of the content fields 110. Noted herein is that while the reference 130, and the reference point 132 in particular, are illustrated and discussed as unique portions of the form barcode 122, these features can also be associated with the form barcode boundary 126, the corners 128, or any other parts of the document 100 which can provide basis for identification of the content fields 110.
The relationship between the content fields 110 and the form barcode 122 can be used to facilitate processing of the document 100. The inventors have determined that this relationship can to the extent devised provide for quick locating of the content fields 110 before any detailed analysis of image data is required. By avoiding these involved analysis and processing steps, or in one embodiment by simply searching for and decoding the form barcode 122, embodiments of the present invention can be used to improve throughput of document processing systems.
In one embodiment, the form barcode 122 has encoded therein contents such as a form structure. The form structure can be used to identify data and information about the form design such as, for example, the location of the content fields 110, the information in the content fields 110, the location of other form barcodes, and the like. In one example, the content is a form ID. Such form ID can be used to identify an entry in one or more tables or databases. This entry can include information about the form design, thereby providing ready access to such information before full processing of the captured image of the document 100 is required. In another example, the contents includes information about the relationships between the content fields 110, as well as the relationship between the content fields 110, the form barcode 122, and other parts of the document 100.
Relationships between the content fields 110 and the form barcode 122 can be characterized by the relative position of the content fields 110 with respect to the reference 130 such as with respect to the reference point 132. This characterization can be provided in various ways, some of which may rely on the system level concepts, constructions, and executable instructions provided to implement the concepts disclosed herein. By way of example, Cartesian and polar coordinate systems can be used to identify the location of each of the reference 130 (e.g., the reference point 132) and a portion of the content fields 110 such as a portion of the content field boundary 120. These coordinate systems can be used to establish offsets and distances such as between various locations within the content area 106, and more particularly as these offsets can be used to characterize the relationship between the content fields 110 and the form barcode 122.
The form barcode 122 can be particularly identified so as to facilitate its identification during processing of the captured image of the document 100. As depicted in
In addition to the particular location of the form barcode 122, the configuration of the form barcode 122 can also be used to identify and distinguish it from other portions of the document 100. Some of these configurations can be described by the form factor 124, which describes any one of the size, shape, color, and other physical characteristics that can promote decoding of the information in the form barcode 122 with minimal processing capability. In one example, the form barcode 122 is distinguished from the surrounding areas of the document 100 by way of its printing material (e.g., ultraviolent inks, infrared inks, and the like). In another example, the form barcode 122 is provided on the document 100 in a shape that distinguishes it from other parts of the document 100. In yet another example, the form barcode 122 is located on the document 100 in a pre-selected area or using pre-selected coordinates or in a pre-designated portion of the document 100. In still another example, the form barcode 122 can contain a bar code indicator such as a pre-assigned geometric pattern and/or be of the type that is anew or specially-designed symbology, any one of which is distinguishable from other barcodes and symbologies contemplated herein.
The features of the form barcode 122 can be used to quickly and accurately locate and decode the form barcode 122 in which is stored the information about the document 100. Such decoding would occur during initial, primary, or pre-processing stages of image analysis of the document 100. Thus in one embodiment the form factor 124 should be of the type that permits such identification to occur. For example, the form factor 124 should large enough to be easily detected such as can be selected to permit decoding to occur at the initial or raw data stage, i.e., before detailed analysis and processing of the document 100. The form factor 124 should also be large enough to represent the scale and positions of the content fields 110 such as would be used to establish a document coordinate system for the document 100.
In one embodiment, the coordinate system for the document 100 can have incorporated therein the origin for the Cartesian and/or polar coordinate systems mentioned above. The form factor 124 should still be sized to allow the rest of the document content 108 to be assigned positions, sizes, shapes, and related characteristics with sufficient resolution to permit decoding of the information found therein. In one example, and similar to what is depicted in
The content fields 110 can be used to identify and/or delineate portions of the document content 108. The content field boundary 120 such as the boxes of the present example in
With continued reference to
The image boundary 204 can include the entire contents of the document 100 (
In one embodiment, to characterize the relative location of content field 110 (
Consistent with the processing of image data, information about the location and position of the content fields 110 (
Implementation of the concepts discussed in connection with the document 100 above can be further understood with reference to the exemplary document 300 and related system level information shown in
The indicia reading terminal 336 can be part of a system 2000 having a local server 2250, a remote server 2750, and a network 2500 that couples the local server 2250 and the remote server 2750. This configuration of the system 2000 can be utilized for processing the captured document image data, and in one configuration one or more of the local server 2250 and the remote server 2750 is utilized to entirely process the captured document image data in a manner consistent with the disclosure below. In one embodiment, one or more of the processing module 340 and the storage module 342, or complementary ones thereof, can be located outside of the indicia reading terminal 336 so as to permit data and information captured by the indicia reading terminal 336 to be transferred from the indicia reading terminal 336 to, e.g., the corresponding storage module 342 for immediate and/or further processing of the captured document image data. In another embodiment, image processing steps disclosed, described, and contemplated herein can be distributed as between the indicia reading terminal 336, the local server 2250, and the remote server 2750, with still other embodiments being configured for the image processing steps to be executed entirely by the indicia reading terminal 336.
Symbology, coding, and other aspects of the form barcode 322 and the content barcode 318, may be selected in accordance with configuration and capabilities of the processing module 340. In one embodiment, the processing module 340 can be any type of CPU or microprocessor with exemplary functions designed to decode machine readable types of symbology, and particularly in connection with symbology found in the captured document image data. Decoding is a term used to describe the successful interpretation of machine readable indicia contained in an image captured by the imaging module 338. The code has data or information encoded therein. Information respecting various reference decode algorithms are available from various published standards, such as by the International Standards Organization (“ISO”). Examples may comprise one dimensional (or linear) symbologies, stacked symbologies, matrix symbologies, Composite symbologies, or other machine readable indicia. One dimensional (or linear) symbologies which may include very large to ultra-small, Code 128, Interleaved 2 of 5, Codabar, Code 93, Code 11, Code 39, UPC, EAN, MSI, or other linear symbologies. Stacked symbologies may include PDF, Code 16K, Code 49 or other stacked symbologies. Matrix symbologies may include Aztec, Datamatrix, Maxicode, QR Code or other 2D symbologies. Composite symbologies may include linear symbologies combined with stacked symbologies. Other symbology examples may comprise OCR-A, OCR-B, MICR types of symbologies. UPC/EAN symbology or barcodes are standardly used to mark retail products throughout North America, Europe and several other countries throughout the world.
With continued reference to
Execution of the method 400 and similar embodiments is useful to reduce processing time of the document image. The processing at block 404, for example, can be done on raw or relatively low-resolution captured image data to pick-up and identify the form barcode from among the background noise of the document image. This feature reduces the need for high-level processing techniques. Moreover, in one embodiment the processing requirements may be further reduced when the information respecting the content of the document is encoded in a low density bar code that extends substantially along the length of, e.g., an 8.5 in×11 in document.
By identifying the form barcode from among the content of the document it is possible to discern other information about the document without having to fully process the document image. In one example, the form barcode can have encoded therein information about the content such as the relative position of the content fields with respect to the form barcode. This relative position can be given in terms of coordinates and/or offsets, with the origin of these coordinates being provided by the reference associated with the form barcode. As discussed above, these coordinates can originate from a document coordinate system in which the origin, scale, and orientation of the document coordinate system can be built based on the positions of the reference points in the document image. When embodiments of the method 400 identify the reference, such as a single reference point of the form barcode, then the position of the content field can be located without further processing of the image to look for specific identifying characteristics of the respective content field.
Another exemplary embodiment of a method 500 is illustrated in
When the form barcode is present and identified, the method further includes, at block 514, decoding the form barcode and, at block 516, determining whether there is encoded in the form barcode information such as about the form design and/or form design data. This information can be all relevant information necessary to process the document, thereby saving time and processing resources. For example, if there is information respecting the form design and related data in the form barcode, then the method can include at block 518, processing the document using the data that is encoded in the form barcode. On the other hand, if there is no form design or form design data found in the form barcode, then them method 500 can include, at block 520, determining whether the form ID is provided. Again, if the form ID is found, then the method 500 use the form ID to retrieve information from a table or a database (e.g., at block 512). In one embodiment, the method 500 can continue to request the input from the end user (e.g., at block 506) and execute the remaining processing steps as depicted in
Embodiments of the method 400 and the method 500 are useful, for example, when only information about the structure is encoded in the form barcode. This information can be used to access other information such as information stored in a table, database, or other repository. The stored information may provide additional details about the content of the document. In one example, the information in the repository is derived from pre-processed documents such as those previously under processes and protocols of the type disclosed herein. The derived information may be stored, indexed, and made available to speed up processing as between one or more documents such as a first document and a second document, both of which include a form barcode of the same or similar type and/or a form structure of the same or similar construction.
With continued reference to
In one embodiment, for each of the content fields of the document such as those content fields identified in the form barcode, by way of the form ID, and/or in the form design and form design data, the method 600 also includes at block 608 computing the real offset in the captured image of the content field based on the transform T. The method 600 can also include at block 610 cropping the content field from the captured image using the computed offsets. In one example, the computed offsets save processing time by identifying with particularity the location and position of the content field, thereby directing and/or instructing the processing algorithm (and circuitry) to the correct location. Cropping about the content field can likewise include executed steps, blocks, and instructions, which in broad terms are useful to focus the processing on the particular area of the captured image in which is located the content field of interest.
The method 600 can further include at block 612 determining whether additional content fields are present, as per for example the information encoded in the form barcode or otherwise made available, e.g., as being stored in memory. If additional content fields are to be processed, then the method 600 can in one embodiment return to block 608 and/or 610 and continue processing the document. On the other hand, if no additional content fields or all content fields have been processed, then the method can include block 614 continuing additional processing of the document.
Embodiments of the method 500 and the method 600 can be implemented by systems (e.g., document management systems) that are configured to accommodate variance as between the documents that are scanned. Often these systems can employ cameras, hand held scanners, and the like to capture image data of the documents. Variance can occur in the shape of the document, and more particularly the shape of the captured image. In one example, the calculation and determination of the transform T permits such systems to compute the real position of any designated position such as by using the known aspects of the form barcode (e.g., the location and/or position of the corners of the form barcode).
Moreover, it is also contemplated that one or more of the blocks of the method 500 and the method 600 can be implemented together. Coordination of these blocks can widen the scope of applications, thereby rendering a robust document management system that can processes many different types of documents using the form barcode and the information encoded in the form barcode. In one example, the information from the form barcode (e.g., the output of block 514, decoding the form barcode) can be provided to block 602. In another example, the information about the document (e.g., the output of block 518, processing the document) can be provided to block 606. In yet another example, the information about the form design and/or the form structure (e.g., the input solicited at block 516) can be provided to block 608.
Expanding on the concepts of the present invention reference can now be had to the exemplary embodiment of a method 700 that is depicted in
When one or more content fields are found such as by encoded locations and/or coordinates of the content field in the form barcode, the method 700 can include at block 724 finding the content field relative to the reference using, e.g., the coordinates. The method 700 can also include at block 726 reading the information of the found content field, and at block 728 determining if another content field is to be located. If no other content fields are designated as required or necessary for processing of the document, then the method 700 can continue to the block 722 for full processing of the document image. On the other hand, if other content fields are designated, then the method 700 can continue to block 720 to determine if the new content field is encoded in the form barcode.
Embodiments of the method 700 are suitable for implementation in connection with a system (e.g., document management systems) wherein there is little variance from document-to-document. In one example, the method 700 is implemented in connection with documents that have the same or substantially similar size and shape (e.g., all of rectangular profile with the same dimensions as the original document). The method 700 can utilize offset data such as data that relates the position of the content fields to the form barcode. In one example, cropping can occur by way of this offset data.
Further details of indicia reading terminals such as the indicia reading terminal 334 of
Imaging module 800 can be disposed in the indicia reading terminals such as the indicia reading terminal 334 (
Exemplary devices that can be used for devices of the user input interface 904 are generally discussed immediately below. Each of these is implemented as part of, and often integrated into the hand held housing 902 so as to permit an operator to input one or more operator initiated commands. These commands may specify, and/or activate certain functions of the indicia reading terminal. They may also initiate certain ones of the applications, drivers, and other executable instructions so as to cause the indicia reading terminal 900 to operate in an operating mode.
Devices that are used for the point controller 906 are generally configured so as to translate the operator initiated command into motion of a virtual pointer provided by a graphical user interface (“GUI”) of the operating system of the indicia reading terminal 900. It can include devices such as a thumbwheel, a roller ball, and a touch pad. In some other configurations, the devices may also include a mouse, or other auxiliary device that is connected to the indicia reading terminal 900 by way of, e.g., via wire or wireless communication technology.
Implementation of the keyboard 908 can be provided using one or more buttons, which are presented to the operator on the hand held housing 902. The touch panel 910 may supplement, or replace the buttons of the keyboard 908. For example, one of the GUIs of the operating system may be configured to provide one or more virtual icons for display on, e.g., the display 916, or as part of another display device on, or connected to the indicia reading terminal 900. Such virtual icons (e.g., buttons, and slide bars) are configured so that the operator can select them, e.g., by pressing or selecting the virtual icon with a stylus (not shown) or a finger (not shown).
The virtual icons can also be used to implement the trigger 912. On the other hand, other devices for use as the trigger 912 may be supported within, or as part of the hand held housing 902. These include, but are not limited to, a button, a switch, or a similar type of actionable hardware that can be incorporated into the embodiments of the indicia reading terminal 900. These can be used to activate one or more of the devices of the portable data terminal, such as the bar code reader discussed below.
Displays of the type suited for use on the indicia reading terminal 900 are generally configured to display images, data, and GUIs associated with the operating system and/or software (and related applications) of the indicia reading terminal 900. The displays can include, but are not limited to, LCD displays, plasma displays, LED displays, among many others and combinations thereof. Although preferred construction of the indicia reading terminal 900 will include devices that display data (e.g., images, and text) in color, the display that is selected for the display 916 may also display this data in monochrome (e.g., grayscale). It may also be desirable that the display 916 is configured to display the GUI, and in particular configurations of the indicia reading terminal 900 that display 916 may have an associated interactive overlay, like a touch screen overlay on touch panel 910. This permits the display 916 to be used as part the GUI so as to permit the operator to interact with the virtual icons, the buttons, and other implements of the GUI to initiate the operator initiated commands, e.g., by pressing on the display 916 and/or the touch panel 910 with the stylus (not shown) or finger (not shown).
The hand held housing 902 can be constructed so that it has a form, or “form factor” that can accommodate some, or all of the hardware and devices mentioned above, and discussed below. The form factor defines the overall configuration of the hand held housing 902. Suitable form factors that can be used for the hand held housing 902 include, but are not limited to, cell phones, mobile telephones, personal digital assistants (“PDA”), as well as other form factors that are sized and shaped to be held, cradled, and supported by the operator, e.g., in the operator's hand(s) as a gun-shaped device. One exemplary form factor is illustrated in the embodiment of the indicia reading terminal 900 that is illustrated in the present
An exemplary hardware platform for use in, e.g., the indicia reading terminal 334 and 900, is illustrated and described with reference to the schematic block diagram of
In the course of operation of terminal 1000 image signals can be read out of image sensor 1002, converted, and stored into a system memory such as RAM 1020. A memory 1022 of terminal 1000 can include RAM 1020, a nonvolatile memory such as EPROM 1024, and a storage memory device 1026 such as may be provided by a flash memory or a hard drive memory. In one embodiment, terminal 1000 can include CPU 1018 which can be adapted to read out image data stored in memory 1022 and subject such image data to various image processing algorithms. Terminal 1000 can include a direct memory access unit (DMA) 1028 for routing image information read out from image sensor 1002 that has been subject to conversion to RAM 1020. In another embodiment, terminal 1000 can employ a system bus providing for bus arbitration mechanism (e.g., a PCI bus) thus eliminating the need for a central DMA controller. A skilled artisan would appreciate that other embodiments of the system bus architecture and/or direct memory access components providing for efficient data transfer between the image sensor 1002 and RAM 1020 are within the scope and the spirit of the invention.
Referring to further aspects of terminal 1000, terminal 1000 can include an imaging lens assembly 1030 for focusing an image of a form barcode 1032 located within a field of view 1034 on a substrate 1036 onto image sensor array 1004. Imaging light rays can be transmitted about an optical axis 1040. The imaging lens assembly 1030 can be adapted to be capable of multiple focal lengths and/or multiple best focus distances.
Terminal 1000 can also include an illumination pattern light source bank 1042 for generating an illumination pattern 1044 substantially corresponding to the field of view 1034 of terminal 1000, and an aiming pattern light source bank 1046 for generating an aiming pattern 1048 on substrate 1036. In use, terminal 1000 can be oriented by an operator with respect to a substrate 1036 bearing the form barcode 1032 in such manner that aiming pattern 1048 is projected on the form barcode 1032. In the example of
Each of illumination pattern light source bank 1042 and aiming pattern light source bank 1046 can include one or more light sources. The imaging lens assembly 1030 can be controlled with use of lens assembly control circuit 1050 and the illumination assembly comprising illumination pattern light source bank 1042 and aiming pattern light source bank 1046 can be controlled with use of illumination assembly control circuit 1052. Lens assembly control circuit 1050 can send signals to the imaging lens assembly 1030, e.g., for changing a focal length and/or a best focus distance of imaging lens assembly 1030. This can include for example providing a signal to the piezoelectric actuator to change the position of the variable position element of the focus element discussed above. Illumination assembly control circuit 1052 can send signals to illumination pattern light source bank 1042, e.g., for changing a level of illumination output by illumination pattern light source bank 1042.
Terminal 1000 can also include a number of peripheral devices such as display 1054 for displaying such information as image frames captured with use of terminal 1000, keyboard 1056, pointing device 1058, and trigger 1060 which may be used to make active signals for activating frame readout and/or certain decoding processes. Terminal 1000 can be adapted so that activation of trigger 1060 activates one such signal and initiates a decode attempt of the form barcode 1032.
Terminal 1000 can include various interface circuits for coupling several of the peripheral devices to system address/data bus (system bus) 1062, for communication with CPU 1018 also coupled to system bus 1062. Terminal 1000 can include interface circuit 1064 for coupling image sensor timing and control circuit 1014 to system bus 1062, interface circuit 1068 for coupling the lens assembly control circuit 1050 to system bus 1062, interface circuit 1070 for coupling the illumination assembly control circuit 1052 to system bus 1062, interface circuit 1072 for coupling the display 1054 to system bus 1062, and interface circuit 1076 for coupling the keyboard 1056, pointing device 1058, and trigger 1060 to system bus 1062.
In a further aspect, terminal 1000 can include one or more I/0 interfaces 1073, 1080 for providing communication with external devices (e.g., a cash register server, a store server, an inventory facility server, a peer terminal, a local area network base station, a cellular base station, etc.). I/O interfaces 1073, 1080 can be interfaces of any combination of known computer interfaces, e.g., Ethernet (IEEE 802.3), USB, IEEE 802.11, Bluetooth, CDMA, GSM, IEEE 1394, RS232, or any other computer interface.
It is contemplated that numerical values, as well as other values that are recited herein are modified by the term “about”, whether expressly stated or inherently derived by the discussion of the present disclosure. As used herein, the term “about” defines the numerical boundaries of the modified values so as to include, but not be limited to, tolerances and values up to, and including the numerical value so modified. That is, numerical values can include the actual value that is expressly stated, as well as other values that are, or can be, the decimal, fractional, or other multiple of the actual value indicated, and/or described in the disclosure.
While the present invention has been particularly shown and described with reference to certain exemplary embodiments, it will be understood by one skilled in the art that various changes in detail may be effected therein without departing from the spirit and scope of the invention as defined by claims that can be supported by the written description and drawings. Further, where exemplary embodiments are described with reference to a certain number of elements it will be understood that the exemplary embodiments can be practiced utilizing either less than or more than the certain number of elements.
The present application claims the benefit of U.S. patent application Ser. No. 14/557,483 for a System and Method for Document Processing filed Dec. 2, 2014 (and published Mar. 26, 2015 as U.S. Patent Publication No. 2015/0083800), now U.S. Pat. No. 9,530,040, which claims the benefit of U.S. patent application Ser. No. 12/852,031 for a System and Method for Document Processing filed Aug. 6, 2010 (and published Feb. 9, 2012 as U.S. Patent Application Publication No. 2012/0031962), now U.S. Pat. No. 8,910,870. Each of the foregoing patent applications, patent publications, and patents is hereby incorporated by reference in its entirety.
Number | Date | Country | |
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Parent | 14557483 | Dec 2014 | US |
Child | 15386659 | US | |
Parent | 12852031 | Aug 2010 | US |
Child | 14557483 | US |