IMAGE CLASSIFICATION METHOD AND RELATED DEVICE

WIPO Patent Application WO/2021/082480

A1

An image classification method and a related device. An image classification model used in the method can extract a spatial feature and a spectral feature from a target image, and spatial-spectral features formed by combining the two features can represent attribute information of the image in a multi-dimensional manner. Therefore, classifying the image on the basis of the spatial-spectral features can effectively improve the accuracy of an image classification result, such that an object in the image can be accurately recognized. The method comprises: first acquiring the target image needing to be classified, wherein the target image is an image generated on the basis of a hyperspectral image, then extracting the spatial feature of the target image and the spectral feature of the target image by means of the image classification model, then constructing, by means of the image classification model, the spatial-spectral features according to the spatial feature and the spectral feature, acquiring a classification result of the spatial-spectral features by means of the image classification model, and finally determining, according to the classification result, the category to which the target image belongs.

JP4767421	Data transfer system
WO/2021/046681	COMPLEX SCENARIO-ORIENTED MULTI-SOURCE TARGET TRACKING METHOD
WO/2008/033439	ROBUST PATTERN RECOGNITION SYSTEM AND METHOD USING SOCRATIC AGENTS

ZHANG JUNPING (CN)
WU SIFAN (CN)
GUO QINGLE (CN)
WANG PENGCHENG (CN)

PCT/CN2020/097906

May 06, 2021

June 24, 2020

Click for automatic bibliography generation  

HUAWEI TECH CO LTD (CN)

G06K9/62; G06K9/00; G06N3/04; G06N3/08

CN110991236A	2020-04-10
CN107909015A	2018-04-13
CN107798348A	2018-03-13
CN110084159A	2019-08-02
US20100266185A1	2010-10-21

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