METHOD AND APPARATUS FOR DETECTING OBJECT BASED ON VIDEO, ELECTRONIC DEVICE AND STORAGE MEDIUM

    公开(公告)号:US20230009547A1

    公开(公告)日:2023-01-12

    申请号:US17933271

    申请日:2022-09-19

    Abstract: A method for detecting an object based on a video includes: obtaining a plurality of image frames of a video to be detected; obtaining initial feature maps by extracting features of the plurality of image frames; for each two adjacent image frames of the plurality of image frames, obtaining a target feature map of a latter image frame of the two adjacent image frames by performing feature fusing on the sub-feature maps of the first target dimensions included in the initial feature map of a former image frame of the two adjacent image frames and the sub-feature maps of the second target dimensions included in the initial feature map of the latter image frame; and performing object detection on the respective target feature map of each image frame.

    Image processing method and apparatus, device, and storage medium

    公开(公告)号:US11893708B2

    公开(公告)日:2024-02-06

    申请号:US17505889

    申请日:2021-10-20

    CPC classification number: G06T3/4046 G06F18/213 G06F18/253 G06N3/045

    Abstract: Provided are an image processing method and apparatus, a device, and a storage medium, relating to the technical field of image processing, in particular to the artificial intelligence fields such as computer vision and deep learning. The specific implementation scheme is as follows: inputting a to-be-processed image into an encoding network to obtain a basic image feature, wherein the encoding network includes at least two cascaded overlapping encoding sub-networks which perform encoding and fusion processing on input data at at least two resolutions; and inputting the basic image feature into a decoding network to obtain a target image feature for pixel point classification, wherein the decoding network includes at least one cascaded overlapping decoding sub-network to perform decoding and fusion processing on input data at at least two resolutions respectively.

    VIDEO-BASED HUMAN BEHAVIOR RECOGNITION METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM

    公开(公告)号:US20210192194A1

    公开(公告)日:2021-06-24

    申请号:US17022219

    申请日:2020-09-16

    Abstract: The present application discloses a video-based human behavior recognition method, apparatus, device and storage medium, and relates to the technical field of human recognitions. The specific implementation scheme lies in: acquiring a human rectangle of each video frame of the video to be recognized, where each human rectangle includes a plurality of human key points, and each of the human key points has a key point feature; constructing a feature matrix according to the human rectangle of the each video frame; convolving the feature matrix with respect to a video frame quantity dimension to obtain a first convolution result and convolving the feature matrix with respect to a key point quantity dimension to obtain a second convolution result; inputting the first convolution result and the second convolution result into a preset classification model to obtain a human behavior category of the video to be recognized.

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