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公开(公告)号：US11671632B2
公开(公告)日：2023-06-06
申请号：US17171262
申请日：2021-02-09
发明人： Kirill Aleksandrovich Malakhov , Hu Chen , Zhijie Zhao , Dmitry Vadimovich Novikov , Marat Ravilevich Gilmutdinov
IPC分类号： H04N19/96 , H04N19/124 , H04N19/176 , H04N19/52 , G06N20/00
CPC分类号： H04N19/96 , G06N20/00 , H04N19/124 , H04N19/176 , H04N19/52
摘要： A method for encoding a video image using coding parameters, adapted on the basis of motion of the video image and of an output of a machine-learning based model, wherein the machine-learning based model is input with samples of a block of the video image and motion information of the samples, and along with texture, wherein the machine-learning model segments the video image into regions based on strength of the motion determined from the motion information. An object is detected within the video based on the motion and the texture, and spatial-time coding parameters are determined based on the strength of the motion, and whether or not the detected objects moves.
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公开(公告)号：US20210168408A1
公开(公告)日：2021-06-03
申请号：US17171262
申请日：2021-02-09
发明人： Kirill Aleksandrovich Malakhov , Hu Chen , Zhijie Zhao , Dmitry Vadimovich Novikov , Marat Ravilevich Gilmutdinov
IPC分类号： H04N19/96 , H04N19/52 , H04N19/124 , G06N20/00 , H04N19/176
摘要： A method for encoding a video image using coding parameters, adapted on the basis of motion of the video image and of an output of a machine-learning based model, wherein the machine-learning based model is input with samples of a block of the video image and motion information of the samples, and along with texture, wherein the machine-learning model segments the video image into regions based on strength of the motion determined from the motion information. An object is detected within the video based on the motion and the texture, and spatial-time coding parameters are determined based on the strength of the motion, and whether or not the detected objects moves.
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