Abstract: A x-ray micro tomography system provides the ability to proscriptively determine regularization parameters for iterative reconstruction of a sample, from projection data of the sample. This allows a less experienced operator to determine the regularization parameters with adequate precision.

Abstract: An example method of document classification comprises: detecting a set of keypoints in an input image; generating a set of keypoint vectors, wherein each keypoint vector of the set of keypoint vectors is associated with a corresponding keypoint of the set of keypoints; extracting a feature map from the input image; producing a combination of the set of keypoint vectors with the feature map; transforming the combination into a set of keypoint mapping vectors according to a predefined mapping scheme; estimating, based on the set of keypoint mapping vectors, a plurality of importance factors associated with the set of keypoints; and classifying the input image based on the set of keypoints and the plurality of importance factors.

Abstract: Methods and systems disclosed herein relate generally to surface-rendering neural networks to represent and render a variety of material appearances (e.g., textured surfaces) at different scales. The system includes receiving image metadata for a texel that includes position, incoming and outgoing radiance direction, and a kernel size. The system applies a offset-prediction neural network to the query to identify an offset coordinate for the texel. The system inputs the offset coordinate to a data structure to determine a feature vector for the texel of the textured surface. The reflectance feature vector is then processed using a decoder neural network to estimate a light-reflectance value of the texel, at which the light-reflectance value is used to render the texel of the textured surface.

Abstract: An end-to-end virtual object animation generation method includes receiving input information, where the input information includes text information or audio information of a virtual object animation to be generated; converting the input information into a pronunciation unit sequence; performing a feature analysis of the pronunciation unit sequence to obtain a corresponding linguistic feature sequence; and inputting the linguistic feature sequence into a preset timing mapping model to generate the virtual object animation based on the linguistic feature sequence.

Abstract: Embodiments provide systems and methods for three-dimensional building generation from machine learning and topological models. The method uses topology models that are converted into vertices and edges. A BGAN (Building generative adversarial network) is used to create fake vertices/edges. The BGAN is then used to generate random samples from seen sample of different structures of building based on relationship of vertices and edges. The embeddings are then fed into a machine trained network to create a digital structure from the image.

Abstract: Systems and methods for extracting data values from electronic documents using neural networks. The method includes receiving an electronic document having data values and associated field identifiers, determining pixel coordinates corresponding to the field identifiers using a first neural network, and extracting the field identifiers located at the pixel coordinates using a second neural network. The method also includes, for each of the field identifiers, calculating pixel coordinates on the electronic document corresponding to a data value associated with the field identifier using a third neural network and extracting the data value located at the calculated pixel coordinates using the second neural network. The method further includes, for each of the data values, generating a record in a data structure, the record including the extracted value and the extracted field identifier. The method also includes storing the data structure including the records in a database.

Abstract: An image forming apparatus receives a print job. If the print job includes instruction information for giving an instruction on a sheet setting for a sheet feed unit, the image forming apparatus makes the sheet setting for the sheet feed unit based on the instruction information. The image forming apparatus executes printing based on the print job.

Abstract: A system, method and computer application to log signal egress (leakage signal) readings from a test instrument during a “walkout” mode where the technician and test instrument have left a vehicle and troubleshooting is being performed on foot. A unique troubleshooting and discovery dataset is created and capable of revealing problems not previously discoverable using vehicle mounted test instruments. In addition, the dataset may be used for quality control and other purposes such as e.g., providing a report or mapping of the path the technician used during the troubleshooting process. Augmented reality features may also be displayed on the technician's mobile device to facilitate finding the source of one or more leaks.

Abstract: According to an exemplary embodiment of the present disclosure, an isolated dot is removed from an image including a shading dot, and a shading dot in contact with a character is removed from the isolated dot-removed image based on a size of the removed isolated dot.

Abstract: The present disclosure relates to a system and method to extract information from unstructured image documents. The extraction technique is content-driven and not dependent on the layout of a particular image document type. The disclosed method breaks down an image document into smaller images using the text cluster detection algorithm. The smaller images are converted into text samples using optical character recognition (OCR). Each of the text samples is fed to a trained machine learning model. The model classifies each text sample into one of a plurality of pre-determined field types. The desired value extraction problem may be converted into a question-answering problem using a pre-trained model. A fixed question is formed on the basis of the classified field type. The output of the question-answering model may be passed through a rule-based post-processing step to obtain the final answer.

Abstract: The present disclosure provides a method and apparatus of displaying an image, an electronic device and a storage medium. The method includes: obtaining a preset number of candidate sub-images by segmenting a to-be-displayed first candidate image; assigning each of the candidate sub-images to a corresponding first image sub-template in a preset first image template sequentially, where a number of the first image sub-templates is equal to a number of the candidate sub-images; adjusting each of the first image sub-templates in the first image template such that the first candidate image displays a preset animation effect, where the preset animation effect is obtained from configuration information of an electronic device.

Abstract: An information processing apparatus includes a processor configured to: acquire, from results of character recognition performed on a target image including character strings, attribute information indicating an attribute to which a key character string and a value character string belong, the key character string as a character string specified beforehand as a key and the value character string as a character string indicating a value corresponding to the key character string; acquire by using the attribute information the key character string corresponding to the value character string extracted from the results of the character recognition; and output the key character string and the value character string corresponding to the key character string.

Abstract: A driver assistance system has a periphery monitoring device, a drive recorder, and an illuminance detecting section. The periphery monitoring device includes an imaging section that is mounted at a vehicle and captures images of a vehicle periphery, a memory, a processor that is coupled to the memory and that serves as a color tone correction processing section that corrects color tone of an image captured by the imaging section, and a display portion that displays an image having color tone that has been corrected by the color tone correction processing section. The drive recorder includes the imaging section, the memory, the processor that serves as the color tone correction processing section, and a recording section that records an image having color tone that has been corrected by the color tone correction processing section.

Abstract: A reading portion generates an original image including an image of a document sheet. A first document sheet end detection portion, in a case where the thickness of the document sheet is equal to or greater than a threshold value, identifies a peripheral edge shape of the document sheet by detecting a shadow portion that occurs at a peripheral edge portion of the document sheet in the original image. A second document end detection portion, in a case where the thickness of the document sheet is less than a threshold value, identifies the peripheral edge shape based on a specification by the user. A document sheet size determination portion determines a size of the document sheet according to a result of shape identification by the first document sheet end detection portion or a result of shape identification by the second document sheet end detection portion.

Abstract: A system for providing a 3D representation of a desired structure on a selected property. A processing arrangement receives a property indication of the selected property. At least one converter converts the property indication to a format representing a 3D graphical representation of the selected property. A mapper maps the selected property to a largest available polygon that will fit on the selected property. The system determines a resultant polygon from the largest available polygon based on local restrictions for the selected property. A user selects the desired structure from available structures and orients the desired structure on the resultant polygon at a permissible orientation. A renderer renders the desired structure on the selected property in 3D graphical form. As a result, users can observe the house at different angles around the property, configure the structure with desired external design features, and view the result on the selected property.

Abstract: An image forming apparatus includes at least one first processor and at least one first memory coupled to the first processor and having stored thereon instructions, when executed by the first processor, and cooperating to act as a determination unit configured to determine whether a password set to the image forming apparatus is an initial password, a lock function setting unit configured to enable a lock function preventing the setting of the image forming apparatus from being changed with an operation unit or an operation screen of the image forming apparatus, and a control unit configured to perform control so that a screen of a setting to operate the image forming apparatus via a client terminal is not displayed in response to the password being the initial password as the password.

Abstract: Systems and methods configured to determine appearance of woven and knitted textiles at the ply-level are presented herein. Exemplary embodiments may: obtain an input pattern of a textile, the input pattern comprising a two-dimensional weave pattern; obtain appearance information, the appearance information including one or more of color, transparency, or roughness; determine ply curve geometry based on ply-level fiber details making up individual plys; generate an image simulating an appearance of the textile based on the two-dimensional weave pattern, the appearance information, and the ply curve geometry so that the image simulating the appearance of the textile takes into account the ply-level fiber details; and/or perform other operations.

Abstract: An automated method and system for validating (cross-validating) data fields in an electronic document, such as a document that has been passed through an optical character recognition (“OCR”) or Intelligent Document Recognition (“IDR”) system or software, to improve accuracy of the electronic document.

Abstract: A system comprising; analyzing a building model, wherein a set of floor joists are isolated from other assemblies; processing a first set of data associated with the coordinates of the floor joists; processing a second set of data associated with the assembly of the floor joists; creating a set of data associated with the assembly of the floor joist and the coordinates of a set of floor joist members; formulating an assembly of the floor joist, wherein the assembly is a predetermined organization of the floor joists based on the first set of data and the second set of data; calculating the assembly based on a set of limitations, wherein the limitations are based on the shipping vessel; manipulating the assembly, wherein the manipulated assembly is within the limitations of the shipping vessel; and generating a graphical representation of the manipulated assembly.

Abstract: A system comprising; analyzing a building model, wherein a set of roof trusses are isolated from other assemblies; processing a first set of data associated with the coordinates of the roof trusses; processing a second set of data associated with the assembly of the roof trusses; creating a set of data associated with the assembly of the roof truss and the coordinates of a set of roof truss members; formulating an assembly of the roof truss, wherein the assembly is a predetermined organization of the roof trusses based on the first set of data and the second set of data; calculating the assembly based on a set of limitations, wherein the limitations are based on the shipping vessel; manipulating the assembly, wherein the manipulated assembly is within the limitations of the shipping vessel; and generating a graphical representation of the manipulated assembly.