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公开(公告)号:US12001959B2
公开(公告)日:2024-06-04
申请号:US17864730
申请日:2022-07-14
发明人: Wenhan Luo , Lin Ma , Wei Liu
IPC分类号: G06N3/088 , G06F18/21 , G06F18/214 , G06N3/045 , G06N3/047 , G06N3/08 , G06T15/20 , G06V20/40
CPC分类号: G06N3/088 , G06F18/214 , G06F18/2193 , G06N3/045 , G06V20/41 , G06V20/49
摘要: The present disclosure describes methods, devices, and storage medium for generating a time-lapse photography video with a neural network model. The method includes obtaining a training sample. The training sample includes a training video and an image set. The method includes obtaining through training according to the training sample, a neural network model to satisfy a training ending condition, the neural network model comprising a basic network and an optimization network, by using the image set as an input to the basic network, the basic network being a first generative adversarial network for performing content modeling, generating a basic time-lapse photography video as an output of the basic network, using the basic time-lapse photography video as an input to the optimization network, the optimization network being a second generative adversarial network for performing motion state modeling, and generating an optimized time-lapse photography video as an output of the optimization network.
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公开(公告)号:US11982803B2
公开(公告)日:2024-05-14
申请号:US17016521
申请日:2020-09-10
发明人: Jianhua Yao , Xiao Han , Junzhou Huang , Wei Liu , Yen-Hsiang Wang , De Cai
IPC分类号: G06N20/00 , G01N33/574 , G02B21/34 , G02B21/36 , G06T7/00
CPC分类号: G02B21/365 , G01N33/574 , G06T7/0012 , G06T2207/30096
摘要: An apparatus, method and storage medium for controlling a pathologic microscope are provided. The method includes obtaining a pathological digital image from an incident optical path of the pathologic microscope; performing artificial intelligence (AI) analysis on the pathological digital image to generate AI analysis information; and controlling an augmented reality (AR) projection component to project the AI analysis information on a microscopic field of the pathologic microscope on an outgoing optical path.
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53.
公开(公告)号:US11954591B2
公开(公告)日:2024-04-09
申请号:US16990877
申请日:2020-08-11
发明人: Bairui Wang , Lin Ma , Wei Liu
IPC分类号: G06N3/08 , G06F16/58 , G06F16/583 , G06F18/25 , G06V10/40 , G06V10/764 , G06V10/77 , G06V10/82 , G06V20/00 , G06V20/40
CPC分类号: G06N3/08 , G06F16/583 , G06F16/5866 , G06F18/253 , G06V10/40 , G06V10/764 , G06V10/77 , G06V10/82 , G06V20/35 , G06V20/47
摘要: This application provides a method of generating a description for a picture set performed at a computer device, and a storage medium. The method includes: acquiring a picture set to be processed; performing picture feature extraction on each picture in the picture set to acquire a picture feature corresponding to the picture, and forming a picture feature sequence corresponding to the picture set by using the picture features corresponding to the pictures; performing scene feature extraction on a picture feature sub-sequence corresponding to each scene in the picture feature sequence to acquire a scene feature corresponding to the scene, and forming a scene feature sequence corresponding to the picture set by using the scene features corresponding to the scenes; and generating textual description information of the picture set according to the picture feature sequence and the scene feature sequence that correspond to the picture set.
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公开(公告)号:US20230343070A1
公开(公告)日:2023-10-26
申请号:US18333357
申请日:2023-06-12
发明人: Wenhan Luo , Yaodong Wang , Wei Liu
CPC分类号: G06V10/764 , G06V40/168 , G06V40/172 , G06V10/82 , G06V20/52 , G06V40/165 , G06V40/193 , G06V40/40
摘要: An access system, including a reception device, a recognition server, and an access control device. The reception device acquires a plurality of images of an access object. The recognition server includes a liveness detection apparatus determines corresponding eigenvectors according to the plurality of images of the access object, captures an action behavior of the access object according to a relative change between the determined eigenvectors, and determines the access object as a live body in response to capturing the action behavior of the access object. The recognition server performs identity recognition on the access object when the access object is the live body so that the access control device configures an access permission for the access object that completes the identity recognition successfully, and the access object controls, according to the configured access permission, an access barrier of a specified work region to perform a release action.
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公开(公告)号:US11798278B2
公开(公告)日:2023-10-24
申请号:US17034090
申请日:2020-09-28
发明人: Yongyi Tang , Lin Ma , Wei Liu , Lianqiang Zhou
IPC分类号: G06F16/00 , G06V20/40 , G06F16/435 , G06F16/45 , G06F16/48 , G06F18/23 , G06V10/762 , G06V10/764 , G06V10/77 , G06V10/82
CPC分类号: G06V20/41 , G06F16/435 , G06F16/45 , G06F16/48 , G06F18/23 , G06V10/763 , G06V10/764 , G06V10/7715 , G06V10/82
摘要: The present disclosure describes a method, apparatus, and storage medium for classifying a multimedia resource. The method includes obtaining a multimedia resource. extracting a plurality of features of the multimedia resource; clustering the plurality of features to obtain at least one cluster set, and determining cluster description information of each cluster set, the each cluster set comprising at least one feature of the multimedia resource; determining at least one piece of target feature description information of the multimedia resource based on the cluster description information of each cluster set, each piece of target feature description information being used for representing an association between one piece of cluster description information and the remaining cluster description information; and classifying the multimedia resource based on the at least one piece of target feature description information of the multimedia resource, to obtain a classification result of the multimedia resource.
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公开(公告)号:US11776097B2
公开(公告)日:2023-10-03
申请号:US17336561
申请日:2021-06-02
发明人: Haozhi Huang , Senzhe Xu , Shimin Hu , Wei Liu
CPC分类号: G06T5/50 , G06N3/04 , G06N3/08 , G06T2207/20081 , G06T2207/20084 , G06T2207/20221
摘要: Methods, devices, and storage medium for fusing at least one image are disclosed. The method includes obtaining a first to-be-fused image and a second to-be-fused image, the first to-be-fused image comprising first regions, and the second to-be-fused image comprising second regions; obtaining a first feature set according to the first to-be-fused image and obtaining a second feature set according to the second to-be-fused image; performing first fusion processing on the first to-be-fused image and the second to-be-fused image by using a shape fusion network model to obtain a third to-be-fused image, the third to-be-fused image comprising at least one first encoding feature and at least one second encoding feature; and performing second fusion processing on the third to-be-fused image and the first to-be-fused image by using a condition fusion network model to obtain a target fused image. Model training methods, apparatus, and storage medium are also disclosed.
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公开(公告)号:US11551481B2
公开(公告)日:2023-01-10
申请号:US17073035
申请日:2020-10-16
发明人: Wenhan Luo , Yaodong Wang , Wei Liu
IPC分类号: G06T7/292 , G06V40/40 , G07C9/37 , G07C9/10 , G06F21/32 , G06Q20/18 , G06Q20/40 , H04N7/18 , G06V20/52 , G06V40/20 , G06V40/16
摘要: Exemplary embodiments of this disclosure provide a living body detection method and apparatus, an electronic device, a storage medium, and a payment system, a video surveillance system, and an access system to which the living body detection method is applied, and generally belong to the field of biometric recognition technologies. The living body detection method can include obtaining an image of a to-be-detected object performing key point detection on a biometric feature corresponding to the to-be-detected object in the image, and constructing a constraint box in the image according to detected key points. Further, the method can include capturing a shape change of the constraint box constructed in the image, and determining the to-be-detected object as a prosthesis in response to capturing an abnormal deformation of the constraint box or detecting no key points.
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公开(公告)号:US11429817B2
公开(公告)日:2022-08-30
申请号:US16892587
申请日:2020-06-04
发明人: Wenhan Luo , Lin Ma , Wei Liu
摘要: The present disclosure describes methods, devices, and storage medium for generating a time-lapse photography video with a neural network model. The method includes obtaining a training sample. The training sample includes a training video and an image set. The method includes obtaining through training according to the training sample, a neural network model to satisfy a training ending condition, the neural network model comprising a basic network and an optimization network, by using the image set as an input to the basic network, the basic network being a first generative adversarial network for performing content modeling, generating a basic time-lapse photography video as an output of the basic network, using the basic time-lapse photography video as an input to the optimization network, the optimization network being a second generative adversarial network for performing motion state modeling, and generating an optimized time-lapse photography video as an output of the optimization network.
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公开(公告)号:US11380050B2
公开(公告)日:2022-07-05
申请号:US17235456
申请日:2021-04-20
发明人: Xue Fei Zhe , Yonggen Ling , Lin Chao Bao , Yi Bing Song , Wei Liu
摘要: A face image generation method includes: determining, according to a first face image, a three dimensional morphable model (3DMM) corresponding to the first face image as a first model; determining, according to a reference element, a 3DMM corresponding to the reference element as a second model, the reference element representing a posture and/or an expression of a target face image; determining, according to the first model and the second model, an initial optical flow map corresponding to the first face image, and deforming the first face image according to the initial optical flow map to obtain an initial deformation map; obtaining, through a convolutional neural network, an optical flow increment map and a visibility probability map that correspond to the first face image; and generating the target face image according to the first face image, the initial optical flow map, the optical flow increment map, and the visibility probability map.
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60.
公开(公告)号:US11343221B2
公开(公告)日:2022-05-24
申请号:US17320005
申请日:2021-05-13
摘要: A method is performed at an electronic device. The electronic device receives, in a user interface of a social network platform, a to-be-processed interaction message/ The device transmits a message processing request based on the to-be-processed interaction message to a remote server, wherein the remote server identifies one or more target mini application programs based on semantic analysis of the to-be-processed interaction message. The device receives, from the server, a message processing result in accordance with the message processing request. The message processing result includes one or more links to the target mini application programs running on the social network platform. The electronic device displays, in the user interface, a target interaction message for each target mini application program according to the message processing result.
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