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Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification

Mou, LiChao and Saha, Sudipan and Hua, Yuansheng and Bovolo, Francesca and Bruzzone, L. and Zhu, Xiao Xiang (2021) Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. ISSN 0196-2892. (In Press)

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Item URL in elib:https://elib.dlr.de/141142/
Document Type:Article
Title:Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Mou, LiChaoLiChao.Mou (at) dlr.deUNSPECIFIED
Saha, SudipanUNSPECIFIEDUNSPECIFIED
Hua, YuanshengYuansheng.Hua (at) dlr.deUNSPECIFIED
Bovolo, Francescabovolo (at) fbk.euUNSPECIFIED
Bruzzone, L.University of TrentoUNSPECIFIED
Zhu, Xiao Xiangxiao.zhu (at) dlr.deUNSPECIFIED
Date:2021
Journal or Publication Title:IEEE Transactions on Geoscience and Remote Sensing
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Publisher:IEEE - Institute of Electrical and Electronics Engineers
ISSN:0196-2892
Status:In Press
Keywords:hyperspectral image classification, deep reinforcement learning
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Remote Sensing and Geo Research
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > EO Data Science
Deposited By: Bratasanu, Ion-Dragos
Deposited On:25 Mar 2021 18:13
Last Modified:25 Mar 2021 18:13

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