Multi-task multi-objective evolutionary network for hyperspectral image classification and pansharpening

•A multi-task multi-objective evolutionary network is proposed.•The framework combines two tasks by effective high-frequency information sharing.•Multi-task learning is modeled as a deep MOEAD to obtain trade-off solutions.•The method provides diverse and sufficient samples for multi-task. Multi-tas...

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Bibliographic Details

Published in:	Information fusion Vol. 108; p. 102383
Main Authors:	Wu, Xiande, Feng, Jie, Shang, Ronghua, Wu, JinJian, Zhang, Xiangrong, Jiao, Licheng, Gamba, Paolo
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.08.2024
Subjects:	Hyperspectral classification Hyperspectral pansharpening Multi-objective evolution algorithm Multi-task learning Multi-objective evolution algorithm Hyperspectral pansharpening Multi-task learning Hyperspectral classification
ISSN:	1566-2535, 1872-6305
Online Access:	Get full text
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