Abstract: Provided is a system and methodology which enhances the readability of barcodes using machine learning techniques wherein a model is trained using exemplary data and the resulting model is used in production to increase the chances of successfully capturing the data in a barcode notwithstanding that the barcode may be of low quality. According to the teachings of the present invention, the system is trained using large quantities of synthetic personal information associated with barcodes. Once the system is placed into production, the trained model is applied as against newly identified barcodes to enhance the readability of the original barcode based on features associated with the trained model.

Abstract: Methods, systems, and devices are provided for authentication system configured to authenticate a document. According to one aspect, the system can receive image capture data including one or more virtual images of the document. The system can detect one or more identification indicators in the one or more virtual images. The system can detect one or more authentication indicators in the one or more virtual images. And the system can detect whether the document is authentic based on a result including analyzing the one or more identification indicators and analyzing the one or more authentication indicators.

Abstract: Methods, systems, and devices are provided for authentication system configured to authenticate a document. According to one aspect, the system can receive image capture data including one or more virtual images of the document. The system can detect one or more identification indicators in the one or more virtual images. The system can detect one or more authentication indicators in the one or more virtual images. And the system can detect whether the document is authentic based on a result including analyzing the one or more identification indicators and analyzing the one or more authentication indicators.

Abstract: Methods, systems, and devices are provided for an authentication system configured to verify the identity of a person. According to one aspect, the system can determine that a first set of image pixels contains a first side of an authentication document. The system can determine that a second set of image pixels contains a second side of an authentication document. The system can determine whether the first side of the authentication document of the first image and the second side of the authentication document match. The system can compare a third image with the first image and determine whether the third image and the first image match to the same person. And the system can perform each step of authentication after receiving an image and prior to requesting more images from the user, reducing the overall processing time.

Abstract: A method and apparatus are provided for providing custom product support for a computer program based on levels of execution instability. The execution of a software program is monitored over a period of time to determine the execution stability of the program. Based upon the monitoring and upon one or more threshold levels of instability, the execution stability of the program is categorized. Based upon the categorization, custom program support may be provided for a user of the computer system executing the program. For instance, based on the categorization free or reduced fee product support may be provided.

Abstract: A method for categorizing information regarding a failure in an application program module. The failure may be a crash, a set-up failure or an assert. For a crash, a name of an executable module where the crash occurred in the application program module, a version number of the executable module, a name of a module containing an instruction causing the crash, a version number of the module and an offset into the module with the crashing instruction are determined. This bucket information is then transmitted to a repository for storage in a database. The database may be examined to determine fixes for the bug that caused the crash.

Abstract: A large portion of software bugs are related to hangs. Analyzing and diagnosing hang-related bugs involves capturing data from a hung program and extracting attributes from the captured data. Extracting attributes from the capture data provides a scheme to determine relevant characteristics of the hang. Moreover, the extracted attributes may be compared to known issues and, based on that comparison, a bug may be classified as known or unknown. Alternatively, triage may be performed on the client computing device in order to determine the potential cause of the hang event. Once the potential cause of the hang event has been determined, troubleshooting steps may be performed on the client computing device to quarantine it. Ultimately, if the hang-inducing bug is known, a user may be provided with a solution to the bug. Alternatively, if the bug is unknown, implementations of the invention send the captured data to be analyzed and fixed by the software's provider.

Abstract: A method and apparatus are provided for providing custom product support for a computer program based on levels of execution instability. The execution of a software program is monitored over a period of time to determine the execution stability of the program. Based upon the monitoring and upon one or more threshold levels of instability, the execution stability of the program is categorized. Based upon the categorization, custom program support may be provided for a user of the computer system executing the program. For instance, based on the categorization free or reduced fee product support may be provided.

Abstract: A large portion of software bugs are related to hangs. Analyzing and diagnosing hang-related bugs involves capturing data from a hung program and extracting attributes from the captured data. Extracting attributes from the capture data provides a scheme to determine relevant characteristics of the hang. Moreover, the extracted attributes may be compared to known issues and, based on that comparison, a bug may be classified as known or unknown. Alternatively, triage may be performed on the client computing device in order to determine the potential cause of the hang event. Once the potential cause of the hang event has been determined, troubleshooting steps may be performed on the client computing device to quarantine it. Ultimately, if the hang-inducing bug is known, a user may be provided with a solution to the bug. Alternatively, if the bug is unknown, implementations of the invention send the captured data to be analyzed and fixed by the software's provider.

Abstract: A method for categorizing information regarding a failure in an application program module. The failure may be a crash, a set-up failure or an assert. For a crash, a name of an executable module where the crash occurred in the application program module, a version number of the executable module, a name of a module containing an instruction causing the crash, a version number of the module and an offset into the module with the crashing instruction are determined. This bucket information is then transmitted to a repository for storage in a database. The database may be examined to determine fixes for the bug that caused the crash.

Abstract: A method for categorizing information regarding a failure in an application program module. The failure may be a crash, a set-up failure or an assert. For a crash, a name of an executable module where the crash occurred in the application program module, a version number of the executable module, a name of a module containing an instruction causing the crash, a version number of the module and an offset into the module with the crashing instruction are determined. This bucket information is then transmitted to a repository for storage in a database. The database may be examined to determine fixes for the bug that caused the crash.

Abstract: Method and system for recovering information from open files during a failure in a program module. Once a failure is detected in the program module, control passes to an exception handler that determines whether the open files have been modified. If so, the open files are verified and stored as recovery versions of the files at the time of the failure. The program module is then terminated and restarted. Upon restarting the program module, the recovery version of the file at the time of the failure is opened and displayed to the user.

Abstract: Methods and systems for detecting and correcting computer software problems that cause an application program to crash upon startup are provided. Unsafe startup actions that are costly to initiate in terms of processor time and memory are handled by placing an unsafe startup action marker into the system registry prior to attempting startup. If an unsafe program module starts or boots successfully without causing the software application to crash, the unsafe startup action marker is deleted from the system registry. If loading the unsafe program module causes the application to crash, then startup actions, including corrective actions, are written into the unsafe startup action marker and are used on subsequent startup of the crashed application program to instruct the application on how to fix the problem. Other unsafe startup actions that are not costly in terms of processor time and memory are initially handled by an exception handler.

Abstract: Method and system for reporting program failures. The system extracts information about a failure in a program module, such as the location of the failure, and establishes communication with a repository, such as a server. The information about the failure may be used to search the repository to determine whether the particular bug that caused the failure has already been fixed. If so, then the system assists the user in downloading the fix (such as by pointing the user to a particular website for downloading a service release). If a particular failure has not been diagnosed and corrected, then additional relevant information from the user's computer may be uploaded to the repository to provide the developers of the program module enough information about the failure to diagnose the bug and fix it (in a service release or in a later version of the program module).

Abstract: A method and system for injecting an exception into a hung program module to recover unsaved data. The method and system allows a user to determine that the program module is hung and inject an exception into the hung program module. In response to the injected exception, program code, within the program module, is activated to detect the crash and launch a failure reporting executable program that instructs the hung program module to execute its data recovery program. The file recovery program recovers the unsaved data and notifies the failure reporting executable program when it has completed the data recovery. Once the failure reporting executable program receives the notification, it will instruct the operating system to restart the program module. The restarted program module then displays a user interface with a list of the unsaved data that were recovered. The user interface also provides controls for a user to select, from the list of recovered data, the data that the program module will keep.

Abstract: A method and system for preserving document integrity between potentially partially incompatible versions of a program module by maintaining forwards compatibility and backwards compatibility. Version (n') of the program module is released after version (n). A "saved by version (n)" bit may be activated any time that version (n) saves a file. The "saved by version (n)" bit indicates to subsequently-released versions, such as version (n'), that the file has been saved by version (n) and, based upon this information, appropriate action should be taken by the subsequently-released version. A "warning from future version" bit may be activated to indicate that a feature or features of the subsequently-released version is not supported by version (n). Based upon receiving this bit, version (n) may open the file with these features disabled or may take some other appropriate action.