公开(公告)号：US12056213B2

公开(公告)日：2024-08-06

申请号：US17378925

申请日：2021-07-19

申请人： Mitsubishi Electric Research Laboratories, Inc.

发明人： Moitreya Chatterjee ,  Anoop Cherian ,  Jonathan Le Roux

IPC分类号： G06F18/22 ,  G06F18/2323 ,  G06N3/08 ,  G06V10/426 ,  G06V20/40

CPC分类号： G06F18/2323 ,  G06N3/08 ,  G06V10/426 ,  G06V20/41

摘要： Embodiments disclose a method and system for a scene-aware audio-video representation of a scene. The scene-aware audio video representation corresponds to a graph of nodes connected by edges. A node in the graph is indicative of the video features of an object in the scene. An edge in the graph connecting two nodes indicates an interaction of the corresponding two objects in the scene. In the graph, at least one or more edges are associated with audio features of a sound generated by the interaction of the corresponding two objects. The graph of the audio-video representation of the scene may be used to perform a variety of different tasks. Examples of the tasks include one or a combination of an action recognition, an anomaly detection, a sound localization and enhancement, a noisy-background sound removal, and a system control.

公开(公告)号：US11989959B2

公开(公告)日：2024-05-21

申请号：US17257959

申请日：2019-07-05

申请人： UNIVERSITÄT ZÜRICH

发明人： Lucas Pelkmans ,  Gabriele Gut

IPC分类号： G06V20/69 ,  G01N1/30 ,  G06F18/2137 ,  G06F18/2323 ,  G06V10/762

CPC分类号： G06V20/695 ,  G01N1/30 ,  G06F18/2137 ,  G06F18/2323 ,  G06V10/7635

摘要： The invention relates to a method for processing large multiplexed image data of a biological sample, the method comprising the steps of, recording a plurality of images of a biological sample, wherein the plurality of images comprises images having a different entity of the biological sample targeted with a predefined stain, determining spatially corresponding image pixels in the plurality of registered images, associating the spatially corresponding image pixels to a pixel profile, wherein each pixel profile comprises the pixel values of the spatially corresponding pixels and wherein the pixel profile is associated with the respective image coordinate of the spatially corresponding pixels, pooling the pixel profiles by means of a clustering method configured to determine pixel profiles with similar values, and thereby generating a plurality of clusters, each comprising pixel profiles with similar pixel values, for each cluster assigning a cluster value to the image coordinate of the pixel profiles comprised by said cluster and thereby generating a cluster image with cluster pixels.

公开(公告)号：US20240073323A1

公开(公告)日：2024-02-29

申请号：US18386858

申请日：2023-11-03

申请人： AURA HOME, INC.

发明人： Abdur Chowdhury ,  Eric JENSEN ,  Ben CHERRY

IPC分类号： H04N1/00 ,  A47G1/06 ,  A47G1/16 ,  G06F3/14 ,  G06F9/445 ,  G06F16/58 ,  G06F18/23 ,  G06F18/2323 ,  G06Q10/083 ,  G06Q30/0601 ,  G06Q50/00 ,  G06V20/30 ,  G06V40/16 ,  G06V40/20 ,  H04L67/06 ,  H04L67/53 ,  H04N21/2343 ,  H04N21/454 ,  H04W4/021 ,  H04W4/21 ,  H04W4/80

CPC分类号： H04N1/00 ,  A47G1/06 ,  A47G1/16 ,  G06F3/14 ,  G06F9/4451 ,  G06F16/5866 ,  G06F18/23 ,  G06F18/2323 ,  G06Q10/083 ,  G06Q30/0633 ,  G06Q50/01 ,  G06V20/30 ,  G06V40/174 ,  G06V40/23 ,  H04L67/06 ,  H04L67/53 ,  H04N1/00185 ,  H04N21/234372 ,  H04N21/454 ,  H04W4/021 ,  H04W4/21 ,  H04W4/80 ,  G06F1/1605

摘要： A picture frame and methods of setup, gifting, and/or use. Network connection allows digital frames to be set up remotely by a first user for a second user. The first user can upload photos from electronic devices or from photo collections of community members before the second user receives the frame device. The frame is thus ready for display upon powering on by the second user. An integrated camera is used to automatically determine an identity of a frame viewer and can capture gesture-based feedback. The displayed photos are automatically shown and/or changed according to the detected viewers. The photos can be filtered and cropped at the receiver side. Clustering photos by content is used to improve display and to respond to photo viewer desires.

公开(公告)号：US11847540B2

公开(公告)日：2023-12-19

申请号：US17460919

申请日：2021-08-30

申请人： Visa International Service Association

发明人： Theodore D. Harris ,  Yue Li ,  Tatiana Korolevskaya ,  Craig O'Connell

IPC分类号： G06N20/00 ,  G06N3/088 ,  G06N5/022 ,  G06N3/044 ,  G06N3/047 ,  G06N5/01 ,  G06N3/084 ,  G06N3/08 ,  G06N3/048 ,  G06F16/35 ,  G06F30/327 ,  G06V10/94 ,  G06F18/2323 ,  G06N7/01 ,  G06F16/33 ,  G06F16/901

CPC分类号： G06N20/00 ,  G06F16/355 ,  G06F18/2323 ,  G06F30/327 ,  G06N3/044 ,  G06N3/047 ,  G06N3/088 ,  G06N5/01 ,  G06N5/022 ,  G06N7/01 ,  G06V10/94 ,  G06F16/3346 ,  G06F16/9024 ,  G06F16/9027 ,  G06N3/048 ,  G06N3/08 ,  G06N3/084 ,  G06V10/955

摘要： Embodiments are directed to a method for accelerating machine learning using a plurality of graphics processing units (GPUs), involving receiving data for a graph to generate a plurality of random samples, and distributing the random samples across a plurality of GPUs. The method may comprise determining a plurality of communities from the random samples using unsupervised learning performed by each GPU. A plurality of sample groups may be generated from the communities and may be distributed across the GPUs, wherein each GPU merges communities in each sample group by converging to an optimal degree of similarity. In addition, the method may also comprise generating from the merged communities a plurality of subgraphs, dividing each sub-graph into a plurality of overlapping clusters, distributing the plurality of overlapping clusters across the plurality of GPUs, and scoring each cluster in the plurality of overlapping clusters to train an AI model.

公开(公告)号：US11847152B2

公开(公告)日：2023-12-19

申请号：US17381209

申请日：2021-07-21

申请人： BEIJING INNOVATOR INFORMATION TECHNOLOGY CO., LTD. ,  BEIJING BENYING TECHNOLOGIES CO., LTD ,  BEIJING Z-PARK TECHINA INTELLECTUAL PROPERTY SERVICES GROUP

发明人： Minyue Zhang ,  Kai Cao ,  Yudan Lv ,  Weining Li ,  Yulin Zhou ,  Jiantao Li ,  Yi Lin

IPC分类号： G06F18/2323 ,  G06F40/279 ,  G06F16/35 ,  G06F40/284 ,  G06F40/216 ,  G06N5/02

CPC分类号： G06F16/353 ,  G06F40/216 ,  G06F40/284 ,  G06N5/02

摘要： A patent evaluation method and system thereof are provided. The method includes collecting patent documents, and further includes the following steps: generating technical points and patent-affiliated technical points; generating technical clusters and patent-affiliated cluster; performing a patent evaluation in each of the technical clusters. The patent evaluation method and system proposed in the present invention aggregates the patents in a technical cluster mode through natural language processing and complex network algorithms, gives patents scientific and technological attributes, and places the patents in a global same industry for evaluation.

公开(公告)号：US11693924B2

公开(公告)日：2023-07-04

申请号：US16433858

申请日：2019-06-06

申请人： Hitachi, Ltd.

发明人： Hamed Khorasgani ,  Chetan Gupta ,  Ahmed Khairy Farahat ,  Arman Hasanzadehmoghimi

IPC分类号： G06F18/2323 ,  G06N20/00 ,  G05B19/406 ,  H04L67/12

CPC分类号： G06F18/2323 ,  G05B19/406 ,  G06N20/00 ,  G05B2219/32222 ,  H04L67/12

摘要： Example implementations involve fault detection and isolation in industrial networks through defining a component as a combination of measurements and parameters and define an industrial network as a set of components connected with different degrees of connections (weights). Faults in industrial network are defined as unpermitted changes in component parameters. Further, the fault detection and isolation in industrial networks are formulated as a node classification problem in graph theory.
Example implementations detect and isolate faults in industrial networks through 1) uploading/learning network structure, 2) detecting component communities in the network, 3) extracting features for each community, 4) using the extracted features for each community to detect and isolate faults, 5) at each time step, based on the faulty components provide maintenance recommendation for the network.

公开(公告)号：US11693071B2

公开(公告)日：2023-07-04

申请号：US17663654

申请日：2022-05-16

申请人： The Board of Trustees of the Leland Stanford Junior University

发明人： Manish Saggar

IPC分类号： G06K9/00 ,  G01R33/48 ,  G06T7/00 ,  G06T7/50 ,  A61B5/00 ,  A61B5/16 ,  G01R33/56 ,  A61B5/055 ,  G06F18/20 ,  G06F18/2323 ,  A61B5/369

CPC分类号： G01R33/4806 ,  A61B5/0042 ,  A61B5/055 ,  A61B5/16 ,  A61B5/165 ,  G01R33/5608 ,  G06F18/2323 ,  G06F18/295 ,  G06T7/0012 ,  G06T7/50 ,  A61B5/369 ,  A61B5/4064 ,  A61B5/7264 ,  A61B5/743 ,  A61B2576/026 ,  G06T2207/10088 ,  G06T2207/30016

摘要： Systems and methods for mapping neuronal circuitry in accordance with embodiments of the invention are illustrated. One embodiment includes a method for generating a neuronal shape graph, including obtaining functional brain imaging data from an imaging device, where the functional brain imaging data includes a time-series of voxels describing neuronal activation over time in a patient's brain, lowering the dimensionality of the functional brain imaging data to a set of points, where each point represents the brain state at a particular time in the timeseries, binning the points into a plurality of bins, clustering the binned points, and generating a shape graph from the clustered points, where nodes in the shape graph represent a brain state and edges between the nodes represent transitions between brain states.

公开(公告)号：US11690368B2

公开(公告)日：2023-07-04

申请号：US17574794

申请日：2022-01-13

申请人： Deere & Company ,  Iowa State University Research Foundation, Inc.

发明人： Tarik Loukili ,  Timothy A. Bigelow

IPC分类号： G06T7/00 ,  A01M21/00 ,  G06T7/11 ,  A01M7/00 ,  G06F18/214 ,  G06F18/2323

CPC分类号： A01M21/00 ,  A01M7/0089 ,  G06F18/214 ,  G06F18/2323 ,  G06T7/0012 ,  G06T7/11 ,  G06T2207/20081 ,  G06T2207/30188

摘要： A computing system includes image receiving logic configured to receive image data indicative of an image of a field, ground identification logic configured to identify a first image portion of the image representing ground in the field, image segmentation logic configured to identify a remaining image portion that omits the first image portion from the image, and crop classification logic configured to apply a crop classifier to the remaining image portion and identify a second image portion of the image that represents locations of crop plants in the field. The computing system also includes weed identification logic configured to identify locations of weed plants in the field based on the identification of the first and second image portions and control signal generation logic configured to generate a machine control signal based on the identified locations of the weed plants.

公开(公告)号：US20230205805A1

公开(公告)日：2023-06-29

申请号：US18117720

申请日：2023-03-06

申请人： AURA HOME, INC.

发明人： Ophir Frieder ,  Abdur Chowdhury ,  Eric Jensen

IPC分类号： G06F16/435 ,  H04N21/454 ,  H04N21/2343 ,  G06F16/48 ,  H04W4/80 ,  H04N1/00 ,  H04W4/21 ,  G06F16/55 ,  G06V20/30 ,  G06V40/20 ,  G06V40/16 ,  G06F18/23 ,  G06F18/2323 ,  G06V10/762 ,  H04W4/021

CPC分类号： G06F16/435 ,  G06F16/48 ,  G06F16/55 ,  G06F18/23 ,  G06F18/2323 ,  G06V10/7635 ,  G06V20/30 ,  G06V40/23 ,  G06V40/174 ,  H04N1/00 ,  H04N1/00185 ,  H04N21/454 ,  H04N21/234372 ,  H04W4/21 ,  H04W4/021 ,  H04W4/80 ,  G06F1/1605

摘要： A method and system for automated routing of pictures taken on mobile electronic devices to a digital picture frame including a camera, microphone, and speaker integrated with the frame, and a network connection module allowing the frame for direct contact and upload of photos from electronic devices or from photo collections of community members. Clustering photos by content is used to improve display and to respond to photo viewer desires. Trends or patterns can be detected from the photo collections and that information used for various purposes beyond photo display. The frame includes a conversational intelligence that provides a verbal communication with a viewer, such as for determining an identity or preferences of the frame viewer, determining photos to display for the viewer, discussing displayed photos with the viewer, or telling stories to the viewer based upon photo content.

公开(公告)号：US20230205804A1

公开(公告)日：2023-06-29

申请号：US18117709

申请日：2023-03-06

申请人： AURA HOME, INC.

发明人： Ophir Frieder ,  Abdur Chowdhury ,  Eric Jensen ,  Ben Cherry ,  Richard Sanford ,  Alek Kolcz

IPC分类号： G06F16/435 ,  H04N21/454 ,  H04N21/2343 ,  G06F16/48 ,  H04W4/80 ,  H04N1/00 ,  H04W4/21 ,  G06F16/55 ,  G06V20/30 ,  G06V40/20 ,  G06V40/16 ,  G06F18/23 ,  G06F18/2323 ,  G06V10/762 ,  H04W4/021

CPC分类号： G06F16/435 ,  H04N21/454 ,  H04N21/234372 ,  G06F16/48 ,  H04W4/80 ,  H04N1/00 ,  H04W4/21 ,  H04N1/00185 ,  G06F16/55 ,  G06V20/30 ,  G06V40/23 ,  G06V40/174 ,  G06F18/23 ,  G06F18/2323 ,  G06V10/7635 ,  H04W4/021 ,  G06F1/1605

摘要： A method and system for automated routing of pictures taken on mobile electronic devices to a digital picture frame including a camera, microphone, and speaker integrated with the frame, and a network connection module allowing the frame for direct contact and upload of photos from electronic devices or from photo collections of community members. Clustering photos by content is used to improve display and to respond to photo viewer desires. Trends or patterns can be detected from the photo collections and that information used for various purposes beyond photo display. The frame includes a conversational intelligence that provides a verbal communication with a viewer, such as for determining an identity or preferences of the frame viewer, determining photos to display for the viewer, discussing displayed photos with the viewer, or telling stories to the viewer based upon photo content.