Abstract: A system and method are provided wherein, in at least one form, artificial intelligence is used to identify objects in a document to be considered for metallic rendering or printing on a substrate. Then, the options for printing, including the considerations for rendering in metallic toner or ink, are, in at least one form, presented to the user for acceptance or rejection before the actual printing is initiated.

Abstract: A method for printing a document with user-defined boundaries is disclosed. For example, a method is executed by a processor of a multi-function device (MFD) and includes receiving a user-defined boundary of a document that excludes a portion of at least one page, identifying content within the user-defined boundary, generating an MFD job with the content, and executing the MFD job.

Abstract: A method for generating a document with specialty imaging includes: receiving a document with three pages, including a content page, a mask page with a background color and a foreground color, and an effect page with special imaging effect(s); processing the mask and effect pages by hiding a portion of the effect page overlapped by the background color to form a transformed effect page with a remaining portion, wherein the foreground color at least partially unhides the remaining portion such that the transformed effect page includes at least one specialty imaging effect; and processing the transformed effect and content pages by overlaying the transformed effect page on the content page to generate a transformed content page that forms a transformed document with specialty imaging. A computing device for implementing the method is also provided. A non-transitory computer-readable medium associated with the method is provided.

Abstract: A method is disclosed. For example, the method executed by a processor of a multi-function device (MFD) includes executing a defect learning routine to identify defects, cataloging the defects based on a job function, a type of paper, and a machine state, receiving a job request, determining a known defect that has been catalogued based on the job function, the type of paper, and the machine state, and presenting a visualization of the known defect on a display of a user interface before executing the job request.

Abstract: A system and method are provided wherein, in at least one form, artificial intelligence is used to identify objects in a document to be considered for metallic rendering or printing on a substrate. Then, the options for printing, including the considerations for rendering in metallic toner or ink, are, in at least one form, presented to the user for acceptance or rejection before the actual printing is initiated.

Abstract: A method is disclosed. For example, the method executed by a processor of a multi-function device (MFD) includes executing a defect learning routine to identify defects, cataloging the defects based on a job function, a type of paper, and a machine state, receiving a job request, determining a known defect that has been catalogued based on the job function, the type of paper, and the machine state, and presenting a visualization of the known defect on a display of a user interface before executing the job request.

Abstract: A method is disclosed. For example, the method executed by a processor of a multi-function device (MFD) includes receiving a video image of a multi-function device (MFD), applying an object detection model to the video image to generate an annotated image with bounding boxes around persons detected in the video image, determining a number of the bounding boxes, determining that the number of bounding boxes is greater than a threshold in a policy associated with the MFD, and deactivating the MFD.

Abstract: A method is disclosed. For example, the method executed by a processor of a multi-function device (MFD) includes executing a defect learning routine to identify defects, cataloging the defects based on a job function, a type of paper, and a machine state, receiving a job request, determining a known defect that has been catalogued based on the job function, the type of paper, and the machine state, and presenting a visualization of the known defect on a display of a user interface before executing the job request.

Abstract: A method is disclosed. For example, the method executed by a processor of a multi-function device (MFD) includes receiving a grammar-based voice search for a workflow, processing the grammar-based voice search into normalized terms associated with the MFD, searching for workflows that match the normalized terms from the grammar-based voice search, and displaying matching workflows in a sorted order on a user interface of the MFD.

Abstract: An original has a first pattern on and a second pattern, and the first pattern and the second pattern include relatively lighter markings within a relatively darker background. The relatively lighter markings appear at a first spacing interval in the first pattern, and at a larger second spacing interval in the second pattern. The first pattern and the second pattern cover and equally block a region of the original from reflecting ultraviolet light. A scanner is only capable of detecting patterns of markings having a spacing interval larger than the first spacing interval, which causes a copy of the original to not include the relatively lighter markings appearing at the first spacing interval. Thus, the copy lacks markings at locations corresponding to where the relatively lighter markings appear at the first spacing interval in the original. The copy reflects the ultraviolet light more where the copy lacks markings.

Abstract: Document fragments are managed by the use of fragment objects. Fragment objects contain a reference to a portion of a source document. Source document deletion is controlled by storing the references to the source document by fragment objects so that no fragment object has a reference to a non-existent source document. A process for organizing document fragments within a document management system wherein source documents comprise duplicates of the document fragments includes replacing a duplicate fragment with a reference to a single fragment object the fragment object including a reference to a fragment of a source document and an object class method for deletion of the fragment object including instructions to remove the reference to the fragment object from the metadata of the source document to which the fragment object refers.

Abstract: The disclosed embodiments illustrate methods and systems for managing virtual machines in a distributed computing environment. The method includes determining an estimated execution time for each job type in one or more jobs received from users and subscribing to virtual machines from the distributed computing environment to execute jobs of each type. The virtual machines are subscribed based on service level agreement (SLA) terms, quality of service (QoS) metrics, and/or the estimated execution time. Further, an actual job execution time for each job executed on an associated subscribed virtual machine is monitored. Thereafter, one or more under-performing virtual machines are identified based on the actual execution time, the estimated execution time, and a tolerance value for each type of job. The one or more under-performing virtual machines are released, while a new set of virtual machines are re-subscribed, such that the SLA terms and the QoS metrics are met.

Abstract: The disclosed embodiments illustrate methods and systems for managing virtual machines in a distributed computing environment. The method includes determining an estimated execution time for each job type in one or more jobs received from users and subscribing to virtual machines from the distributed computing environment to execute jobs of each type. The virtual machines are subscribed based on service level agreement (SLA) terms, quality of service (QoS) metrics, and/or the estimated execution time. Further, an actual job execution time for each job executed on an associated subscribed virtual machine is monitored. Thereafter, one or more under-performing virtual machines are identified based on the actual execution time, the estimated execution time, and a tolerance value for each type of job. The one or more under-performing virtual machines are released, while a new set of virtual machines are re-subscribed, such that the SLA terms and the QoS metrics are met.

Abstract: A method for removal of punched hole artifacts in digital images includes, for a scanned document page, deriving an original digital image that defines the page in terms of a plurality of input pixels. A reduced resolution bitonal image is generated from the original image. The method further includes providing for identifying of candidate punched hole artifacts in the reduced resolution bitonal image and providing for testing the candidate punched hole artifacts for at least one of shape, size, and location. Where a candidate punched hole artifact meets the at least one test, the method includes generating a modified image. This includes erasing the candidate punched hole artifact from the original digital image.

Abstract: A system to automatically attach subject descriptions to a digital image containing one or more subjects is described. The system comprises a camera a set of remotely readable badges attached to the subjects, where each badge has a readable identification, a receiver to read the badges where the receiver can determine both the identification of each badge and the location of each badge, and a processor to combine the digital image and the identification and location information is described. By accessing a database containing the subject identification associated with each badge identification the processor can attach subject identification information to each subject in the image.

Abstract: There is disclosed a printing system for processing an electronic document with an original stream having at least two printing related instructions. Responsive to reading the at least two printing related instructions with a controller; the original stream is split into two or more streams. A printer produces (1) one or more sets of prints from one or more of the two or more streams for storage in one or more inserters, and (2) a final set of prints from another one of the two or more streams, the final set of prints corresponding to a hardcopy stream with at least one gap. The one or more sets of prints are automatically stored in the one or more inserters and, pursuant to printing the final set of prints; the one or more inserters are used to insert at least one print from the one or more sets of prints into the at least one gap of the hardcopy stream.

Abstract: A system to automatically attach subject descriptions to a digital image containing one or more subjects is described. The system comprises a camera a set of remotely readable badges attached to the subjects, where each badge has a readable identification, a receiver to read the badges where the receiver can determine both the identification of each badge and the location of each badge, and a processor to combine the digital image and the identification and location information is described. By accessing a database containing the subject identification associated with each badge identification the processor can attach subject identification information to each subject in the image.

Abstract: A system and method is provided for printing variable information documents including processing a VI request which has a dynamic reference and uses a namespace and schema, wherein the dynamic reference specifies information to be integrated into a resolved document. The processing includes mapping between respective namespaces and schemas used by a plurality of data sources and the namespace and schema used by the VI request, and generating at least one query in accordance with the dynamic reference and the mapping. The data sources are queried using the generated at least one query. The resolved document is generated and printed, including integrating data received in response to the querying into the resolved document. The data source(s) to be queried may be selected based on a comparison of a type of information available from the plurality of data sources and a type of information requested via the dynamic references.

Abstract: There is disclosed a printing system for processing an electronic document with an original stream having at least two printing related instructions. Responsive to reading the at least two printing related instructions with a controller; the original stream is split into two or more streams. A printer produces (1) one or more sets of prints from one or more of the two or more streams for storage in one or more inserters, and (2) a final set of prints from another one of the two or more streams, the final set of prints corresponding to a hardcopy stream with at least one gap. The one or more sets of prints are automatically stored in the one or more inserters and, pursuant to printing the final set of prints; the one or more inserters are used to insert at least one print from the one or more sets of prints into the at least one gap of the hardcopy stream.

Abstract: A method for removal of punched hole artifacts in digital images includes, for a scanned document page, deriving an original digital image that defines the page in terms of a plurality of input pixels. A reduced resolution bitonal image is generated from the original image. The method further includes providing for identifying of candidate punched hole artifacts in the reduced resolution bitonal image and providing for testing the candidate punched hole artifacts for at least one of shape, size, and location. Where a candidate punched hole artifact meets the at least one test, the method includes generating a modified image. This includes erasing the candidate punched hole artifact from the original digital image.