公开(公告)号：US20230019360A1

公开(公告)日：2023-01-19

申请号：US17378014

申请日：2021-07-16

Applicant: Arm Limited

Inventor： Paul Nicholas WHATMOUGH ,  Patrick Thomas HANSEN

IPC: G06K9/32 ,  G06N3/04 ,  G06K9/62

Abstract: A method for processing video data, comprising: receiving raw video data, representative of a plurality of frames; detecting, using the raw video data, one or more regions of interest in a detection frame that belongs to the plurality of frames, for example using a region proposal network; performing a cropping process on a portion of the raw video data representative of the detection frame, based on the regions of interest, so as to generate cropped raw video data; performing image processing on the cropped raw video data, including demosaicing, so as to generate processed image data for the detection frame; and analyzing the processed image data, for example using an object detection process, to determine information relating to at least one of said one or more regions of interest.