An information processing apparatus includes a processor configured to extract from one or more electronic documents viewed before by a user a region of interest on which the user focuses attention and create a thumbnail of an electronic document to be viewed by the user in accordance with the region of interest by extracting an image corresponding to the region of interest from the electronic document.

Determining a label from an image is disclosed, including: obtaining an image; determining a first portion of the image associated with a special mark; determining a second portion of the image associated with a label based at least in part on the first portion of the image associated with the special mark; and applying character recognition to the second portion of the image associated with the label to determine a value associated with the label.

A user may markup the training documents to identify salient terms in a set of training unstructured documents. The system may automatically generate an extraction ruleset for each salient term that can be manually modified or edited by the user. The user may also provide analysis rulesets for each of the salient terms using, for example, a no-code graphical user interface. A machine learning model can be trained to automatically extract and analyze the salient terms based on feature vectors built from the extraction rulesets and/or analysis rulesets of the salient terms. After training, the system may import a set of unstructured documents for term extraction and analysis by the trained machine learning model. The system may generate a report, such as a PDF or an interactive graphical user interface, summarizing the results of the extracted and analyzed salient terms.

A device for digitizing papers, including a controller having a processor and memory, a digitizing scanner configured to accept a paper, digitize content of the paper and transfer the digitized content to the controller, a program executed by the controller that is configured to identify calibration markings or unique fingerprints from specific locations of the paper, embedded in the digitized content, wherein the program provides a determination that the digitizing scanner is functioning correctly if the calibration markings or unique fingerprint are identified as being correct or by identifying a type of paper digitized from characteristics of the unique fingerprint.

Methods and systems for displaying information in augmented reality are described. In one embodiment, a system comprises a camera, a memory, a display, and a processor configured to (a) detect a first prescription drug in a field of view of a camera by detecting a glyph printed on a label on a container of the first prescription drug, (b) determine a first identifier associated with the first prescription drug using optical character recognition, (c) determine whether a user has access to additional data about the first prescription drug, (d) request the additional data about the first prescription drug from a database, and (e) display the additional data in augmented reality adjacent to the first prescription drug on the display such that the additional data moves when the field of view of the camera changes such that the additional data remains displayed adjacent to the first prescription drug.

The present disclosure is directed to systems and methods for identifying regions of interest (ROIs) in images. A computing system may identify an image including an annotation defining an ROI. The image may have a plurality of pixels in a first color space. The computing system may convert the plurality of pixels from the first color space to a second color space to differentiate the annotation from the ROI. The computing system may select a first subset of pixels corresponding to the annotation based at least on a color value of the first subset of pixels in the second color space. The computing system may identify a second subset of pixels included in the ROI from the image using the first subset of pixels. The computing system may store an association between the second subset of pixels and the ROI defined by the annotation in the image.

An information processing apparatus includes circuitry that displays, on a display, form management information including form information indicating content of a form and management information for managing the form information, the form information having been acquired based on an embedment code included in form image data of the form, and in response to an instruction to output the form management information, outputs the form management information to an extraneous source.

An information processing device includes a connection device and a hardware processor connected to the connection device. The connection device connects to an imaging device. The imaging device images a region on which an object to be handled by using a load handling device is placed. The hardware processor acquires image information about the region via the connection unit. The hardware processor detects, from the image information, an identification region in which identification information attached to the object is included. The hardware processor recognizes the identification information in the identification region. The hardware processor outputs region information related to the identification region and also outputs the identification information.

Methods and systems for displaying information in augmented reality are described. In one embodiment, a system comprises a camera, a memory, a display, and a processor configured to (a) detect a first prescription drug in a field of view of a camera by detecting a glyph printed on a label on a container of the first prescription drug, (b) determine a first identifier associated with the first prescription drug using optical character recognition, (c) determine whether a user has access to additional data about the first prescription drug, (d) request the additional data about the first prescription drug from a database, and (e) display the additional data in augmented reality adjacent to the first prescription drug on the display such that the additional data moves when the field of view of the camera changes such that the additional data remains displayed adjacent to the first prescription drug.

In a first aspect, the invention pertains to a computer-implemented method for improved grid-less table processing. In a second and third aspect, the invention pertains to a computer system and a computer program product for improved grid-less table processing. In a fourth aspect, the invention pertains use of any of the method, system or product for document parsing.