IMAGE PROCESSING METHOD AND RELATED APPARATUS

WIPO Patent Application WO/2024/066697

A1

The present application discloses an image processing method and a related apparatus, which may be applied to various scenarios such as cloud technology, artificial intelligence, intelligent traffic and assisted driving. Vectorization processing is performed on the basis of an image to be processed to obtain an image representation vector of the image. Feature mapping is performed on the image representation vector by means of a network unit in an image classification model to obtain image features. In the process of obtaining the image features, in the same network layer of one network unit, global feature mapping and local feature mapping are performed, by means of the network layer, on input content obtained according to the image representation vector to obtain global features and local features, feature fusion is performed on the global features and the local features by means of the network layer to obtain fused features corresponding to the network layer, and the image features are obtained on the basis of the fused features. By means of a classification module, prediction is carried out on the basis of the image features to obtain a classification result. According to the present application, the image to be processed can be accurately classified, which improves the classification capability and the classification effect.

JIANG XINGHUA (CN)
LIU HAO (CN)
LI XIN (CN)
JIANG DEQIANG (CN)

PCT/CN2023/108785

April 04, 2024

July 24, 2023

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TENCENT TECH SHENZHEN CO LTD (CN)

G06V10/764

CN109359696A	2019-02-19
CN112784856A	2021-05-11
CN112699855A	2021-04-23
US10552664B2	2020-02-04
CN202211173745A	2022-09-26

SHENPAT INTELLECTUAL PROPERTY AGENCY (CN)

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