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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU1.O-5.3

SELF-ATTENTION AND MUTUAL-ATTENTION FOR FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION

Kai Huang, Xinyang Deng, Jie Geng, Wen Jiang, Northwestern Polytechnical University, China
Session:
Deep Learning for Hyperspectral Image Classification I
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Tue, 13 Jul, 09:00-09:15 (UTC)
Tue, 13 Jul, 11:00-11:15 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 17:00-17:15 China Standard Time (UTC +8)
Tue, 13 Jul, 05:00-05:15 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Xinyang Deng, Northwestern Polytechnical University and Gabriele Cavallaro, Forschungszentrum Jülich
Session Manager:
Robbe Neyns
Presentation
Discussion
Resources
Session TU1.O-5
TU1.O-5.1: SPATIAL-SPECTRAL TENSOR GRAPH CONVOLUTIONAL NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Jin-Yu Yang, Heng-Chao Li, Ze-Chen Li, Tian-Yu Ma, Southwest Jiaotong University, China
TU1.O-5.2: CASCADE NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Shuai Fang, Wen Zhang, Jing Zhang, Hefei University of Technology, China; Yang Cao, University of Science and Technology of China, China; Weikai Shi, Macau University of Science and Technology, China
TU1.O-5.3: SELF-ATTENTION AND MUTUAL-ATTENTION FOR FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION
Kai Huang, Xinyang Deng, Jie Geng, Wen Jiang, Northwestern Polytechnical University, China
TU1.O-5.4: AUTOMATIC DESIGN RECURRENT NEURAL NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Jie Feng, Gaiqin Bai, Zizhuo Gao, Xiangrong Zhang, Xu Tang, Xidian University, China
TU1.O-5.5: A NOVEL CLASSIFICATION FRAMEWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON MULTI-SCALE DENSE NETWORK
Hao Zhang, Haoyang Yu, Zhen Xu, Dalian Maritime University, China; Ke Zheng, Lianru Gao, Chinese Academy of Sciences, China
TU1.O-5.6: WATER RETRIEVAL EMBEDDED DEEP NETWORK FOR HYPERSPECTRAL IMAGE REFINED CLASSIFICATION
Xuejian Liang, Ye Zhang, Junping Zhang, Xinyuan Miao, Xinyu Zhou, Harbin Institute of Technology, China

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