Title:
IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/008022
Kind Code:
A1
Abstract:
Disclosed are an image processing method and apparatus, an electronic device and a storage medium. The method comprises: carrying out, by means of a feature extraction network, feature extraction on an image to be processed, so as to obtain a first feature map of the image to be processed (S11); carrying out scale reduction and multi-scale fusion processing on the first feature map by means of an M-stage encoding network, so as to obtain a plurality of encoded feature maps (S12), wherein the scale of each of the plurality of feature maps is different from that of the others; and carrying out scale enlargement and multi-scale fusion processing on the plurality of encoded feature maps by means of an N-stage decoding network, so as to obtain a prediction result of the image to be processed (S13). By means of the method, the quality and robustness of a prediction result can be improved.
Inventors:
YANG KUNLIN (CN)
YAN KUN (CN)
HOU JUN (CN)
CAI XIAOCONG (CN)
YI SHUAI (CN)
YAN KUN (CN)
HOU JUN (CN)
CAI XIAOCONG (CN)
YI SHUAI (CN)
Application Number:
PCT/CN2019/116612
Publication Date:
January 21, 2021
Filing Date:
November 08, 2019
Export Citation:
Assignee:
BEIJING SENSETIME TECH DEVELOPMENT CO LTD (CN)
International Classes:
G06T9/00; G06V10/764
Foreign References:
| CN110378976A | 2019-10-25 | |||
| CN109598298A | 2019-04-09 | |||
| CN109815964A | 2019-05-28 | |||
| CN109635882A | 2019-04-16 | |||
| CN109816659A | 2019-05-28 | |||
| US20160104058A1 | 2016-04-14 |
Attorney, Agent or Firm:
LINDA LIU & PARTNERS (CN)
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