公开(公告)号：US11893708B2

公开(公告)日：2024-02-06

申请号：US17505889

申请日：2021-10-20

Applicant: Beijing Baidu Netcom Science Technology Co., Ltd.

Inventor： Jian Wang ,  Xiang Long ,  Hao Sun ,  Zhiyong Jin ,  Errui Ding

IPC: G06K9/00 ,  G06T3/40 ,  G06F18/213 ,  G06F18/25 ,  G06N3/045

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.