Effective band selection of hyperspectral image by an attention mechanism-based convolutional network-Reference-Cited by-同舟云学术

Effective band selection of hyperspectral image by an attention mechanism-based convolutional network

Author:

Zheng Zengwei¹²,Liu Yi³,He Mengzhu¹²,Chen Dan¹²,Sun Lin¹²,Zhu Fengle⁴^ORCID

Affiliation:

1. School of Computer & Computing Science, Zhejiang University City College, Hangzhou 310015, China

2. Intelligent Plant Factory of Zhejiang Province Engineering Lab, Hangzhou 310015, China

3. College of Computer Science & Technology, Zhejiang University, Hangzhou 310027, China

4. College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China

Abstract

An attention mechanism-based 3D-CNN network was proposed to select the effective bands of hyperspectral images while carrying out the model training.

Funder

Natural Science Foundation of Zhejiang Province

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemical Engineering,General Chemistry

Link

Reference30 articles.

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