公开(公告)号：US20230262237A1

公开(公告)日：2023-08-17

申请号：US17651076

申请日：2022-02-15

Applicant: ADOBE INC.

Inventor： Subrata Mitra ,  Aniruddha Mahapatra ,  Kuldeep Sharad Kulkarni ,  Abhishek Yadav ,  Abhijith Kuruba ,  Manoj Kilaru

IPC: H04N19/176 ,  H04N19/61 ,  H04N19/172

CPC classification number: H04N19/176 ,  H04N19/61 ,  H04N19/172 ,  H04N19/132

Abstract: Systems and methods for image processing are described. The systems and methods include receiving a plurality of frames of a video at an edge device, wherein the video depicts an action that spans the plurality of frames, compressing, using an encoder network, each of the plurality of frames to obtain compressed frame features, wherein the compressed frame features include fewer data bits than the plurality of frames of the video, classifying, using a classification network, the compressed frame features at the edge device to obtain action classification information corresponding to the action in the video, and transmitting the action classification information from the edge device to a central server.