Abstract: A method, a non-transitory computer readable medium, and a system are disclosed for processing and scheduling print jobs on a plurality of printers. The method includes: collecting job information on one or more past print jobs; collecting job information on a plurality of print jobs currently being processed, each of the plurality of print jobs being assigned to one or more operators from a plurality of operators; generating a process workflow visualization for the plurality of print jobs currently being processed with a processing mining algorithm based on the job information collected on the one or more past print jobs and the job information collected on the plurality of print jobs currently being processed; and displaying the process workflow visualization for the plurality of print jobs currently being processed.

Abstract: A cloud server is connected to a plurality of edge devices via a network, and includes: a storage that stores a common machine learning (ML) model that is pretrained and used for optimizing image analysis; and a processor that repeatedly executes: distributing the common ML model to each of the edge devices that optimize the image analysis using local data and that modify the common ML model to create a locally optimized ML model, collecting a key parameter of an optimization result, without collecting the locally optimized ML model or accessing the local data, from each of the edge devices, and updating the common ML model stored in the storage by reflecting the key parameter in the common ML model at a predetermined timing to continuously improve the common ML model for more accurate image analysis.

Abstract: A method for extracting text from an input image and generating a document includes: generating an edges mask from the input image; generating an edges image that is derived from the edges mask; identifying, within the edges mask, one or more probable text areas; extracting a first set of text characters by performing a first optical character recognition (OCR) operation on each of one or more probable text portions, of the derived edges image, corresponding to each of the probable text areas; generating a modified image by erasing, from the input image, image characters corresponding to the first set of text characters extracted by the first OCR operation; and generating a document by overlaying the extracted first set of text characters on the modified image.

Abstract: A method for aligning and merging contents from multiple collaborative workstations. Collaborative workstations are multiple workstations that contribute respective contents to be combined into a single computer-generated output. The content generated from each collaborative workstation is the collaborative content. Individual collaborative content is created from each workstation by a user drawing on a piece of paper that is placed on a workspace surface of the workstation. Collaborative contents contributed by multiple workstations are aligned such that a combined product (i.e., a single computer-generated output) including both virtual and physical content appears to be collaboratively drawn by multiple users on a single piece of paper.

Abstract: A method of generating an editable translated electronic document from an input image of an original document with a first layout includes: segmenting the input image to generate a first region including first untranslated text; extracting, from the first region, the first untranslated text and a first layout information; generating an editable output data including the first untranslated text and the first layout information; translating the first untranslated text into a translated text; editing the output data to include the translated text; and generating, using the first layout information, the translated electronic document including the translated text and a second layout that is identical to the first layout.

Abstract: An authentication server is connected to a plurality of client devices via a network and includes: a storage that stores a database including: a plurality of pieces of user information; and multiple kinds of a plurality of pieces of credential information for logging into an application or service provided by an external server via each of the client devices; and a processor that: upon receiving a first piece of user information from a first client device, determines whether the database contains a first piece of credential information corresponding to the first piece of user information, and upon determining that the database contains the first piece of credential information, sends to the first client device the first piece of credential information required to allow a user to log into the application or service provided via the first client device.

Abstract: A blank template form generation method and system may employ synthetically generated blank template forms, differing from each other in one or more respects, to train a neural network to recognize relevant differences between otherwise similar forms, including types and locations of keywords and potential locations of values corresponding to the keywords. In an embodiment, filled or partly filled forms as well as blank template forms may be used later in training. Forms are input in pairs to identify differences between the two. Depending on the differences, weights of a neural network may be adjusted. After training, when a form is input into the system, whether the form is filled or blank, a blank template may be generated for future use.

Abstract: A method, a non-transitory computer readable medium, and a mobile device are disclosed for reducing battery consumption of mobiles devices with location settings. The method includes: enabling a location setting on the mobile device, the location setting having an on state and an off state, the on state being a state in which location services are available to applications on the mobile device and the off state being a state in which location services are not available to applications on the mobile device; checking a battery life of the mobile device; and when the battery life of the mobile device is less than or equal to a preset threshold: changing a status of the location setting on the mobile device to the off state when the mobile device is not running an application that is using the location services; or maintaining the location setting in the on state.

Abstract: A content aware and style aware neural network based data augmentation model generates augmented data sets to train neural network based handwriting recognition models to recognize individuals' handwriting. In embodiments, the augmented data sets are generated so as to be artificial, and to lack personal or confidential information. In embodiments, the data augmentation model generates content reference sets of individual characters generated in different fonts, and style reference sets of pluralities of characters of a particular style, for example, an individual's handwriting.

Abstract: A method is disclosed for eliminating potential video echo effect for a collaboration session that utilizes AR environments. During the collaboration session and in the local AR environment, a contact overlap mask is generated that identifies a content overlap region where the projected remote content superimposes over the physical object placed on the local workspace surface. Based on the contact overlap mask, the local AR environment is temporarily modified throughout a short time period when the projected remote content is prevented from superimposing over the physical object within the content overlap region. A local image is generated based on the temporarily modified local AR environment and sent to the remote workstation for sharing in the collaboration session. By excluding any projected remote content from superimposing over the physical object in the local image, a potential video feedback loop is eliminated so as to eliminate any potential video echo effect.

Abstract: In some forms containing keywords and content, there may be nested levels of keywords, also referred to as a hierarchy. Content in the forms may be associated with one or more keywords in one or more of the nested levels, or in the hierarchy. Identifying keywords in adjacent cells in a table (with a nested keyword being either to the right of or below another keyword) enables distinguishing between keywords and content in filled forms, and enables correct association of content with respective keywords.

Abstract: A method, a non-transitory computer readable medium, and multifunction printer are disclosed for injecting screens into a third-party workflow on a display panel of a multifunction printer.

Abstract: A method and system for temporarily gaining access to a system is disclosed, The method includes: receiving biometric data from a first biometric device of a first user on a computer processor; generating a temporary code on the computer processor in response to receipt of the biometric data from the first biometric device of the first user; sending the temporary code from the computer processor to the first biometric device of the first user; receiving biometric data from a second biometric device of a second user on the first biometric device of the first user; generating an access code on the first biometric device, the access code including one or more of the biometric data of the first user, the temporary code from the computer processor, and the biometric data of the second user; and sending the access code to the biometric device of the second user.

Abstract: A single-step method of generating a three dimensional (3D) printed article includes: selecting a first metastructure and a second metastructure; designing and constructing a first transitional metastructure that transitions from the first metastructure to the second metastructure; depositing a first layer comprising the first metastructure; seamlessly connecting the first and first transitional metastructures by depositing a first transitional layer comprising the first transitional metastructure on the first layer; and seamlessly connecting the first transitional and second metastructures by depositing a second layer comprising the second metastructure on the first transitional layer.

Abstract: A method, non-transitory computer readable medium, and system for inferring certain texts as stylized section headings in an electronic document (ED). Stylized section headings are section headings that have unique styling distinct from the body of text below each stylized heading. In particular, the stylized section headings are identified based on styling information in the ED. Identifying stylized section headings includes grouping candidate headings based on identification of dominant styling, locating high level fragments, and repeatedly locating nested fragments from within higher level fragments. The ED may or may not include explicitly identified headings in the document.

Abstract: A method for processing an image of a physical document to show a redacted portion including: identifying a tag associated with the redacted portion and including first user rights; obtaining, using the identified tag, a digital copy of the physical document including a non-redacted form of the redacted portion; receiving, from an external device, second user rights; determining that the second user rights match the first user rights; outputting, based on the determination, information indicating that the non-redacted form of the redacted portion is able to be shown; receiving, in response to the non-redacted form being able to be shown, an instruction to display the non-redacted form; and displaying, based on the instruction and using a projector onto a surface a predetermined distance from the physical document, the non-redacted form of the redacted portion.

Abstract: An authentication server is connected to a client device via a network and includes: an uninterruptible power supply (UPS) that supplies power to the authentication server upon interruption of a main power supply; a storage that stores a database including: a piece of user information of a user of the client device; and a piece of authentication information for the user to log into the client device or a predetermined server on the network via the client device; and a processor that, once the UPS starts to supply the power to the authentication server, transmits to the client device the piece of authentication information corresponding to the piece of user information before the authentication server is shut down.

Abstract: A method for processing an electronic document (ED) to infer a sequence of section headings in the ED. The method includes generating, by a computer processor, based on regular expression matching of a predetermined section heading pattern and a plurality of characters in the ED, a list of candidate headings in the ED; generating, by the computer processor and based on the list of candidate headings, a list of chain fragments for inferring a portion of the sequence of section headings; and generating, by the computer processor and based on predetermined criteria, the sequence of section headings by merging at least two chain fragments in the list of chain fragments.

Abstract: A method, a non-transitory computer readable medium, and a system are disclosed for user registration with mirrored identities to achieve federation without on-premises identities. The method including: forwarding, from a computer processor, a password-based authentication request for a user to an active directory for access to cloud services; receiving, on the computer processor, a cloud authentication from the active directory for the user; piggybacking, on the computer processor, the cloud authentication for the user from the active directory with a FIDO2 registration to an authentication server; requesting, by the computer processor, an application or service from a cloud provider with the cloud authentication for the user from the FIDO2 registration; and receiving, on the computer processor, the application or service from the cloud provider.

Abstract: A method for generating a thermoset Fiber-Reinforced Polymer (FRP) composite preform includes: dispensing, from a print head of a 3D-printer, a dual-cure resin coated fiber including a dual-cure resin with a ultra-violet (UV)-curable component and a thermally-curable component; curing, during the dispensing of the dual-cure resin coated fiber, the UV-curable component with a UV light source such that the dual-cure resin coated fiber is partially cured and contacting lengths of the partially-cured dual-cure resin coated fiber bond together; and positioning the print head during the dispensing and curing of the dual-cure resin coated fiber to three-dimensionally print the thermoset FRP composite preform.