A fully convolutional network with channel and spatial attention for hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2021.1978582 ◽

2021 ◽

Vol 12 (12) ◽

pp. 1238-1249

Author(s):

Gangwu Jiang ◽

Yifan Sun ◽

Bing Liu

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Convolutional Network ◽

Fully Convolutional Network

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Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2710079 ◽

2017 ◽

Vol 55 (10) ◽

pp. 5585-5599 ◽

Author(s):

Licheng Jiao ◽

Miaomiao Liang ◽

Huan Chen ◽

Shuyuan Yang ◽

Hongying Liu ◽

...

Keyword(s):

Spatial Distribution ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Convolutional Network ◽

Fully Convolutional Network

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Lightweight Spectral-Spatial Attention Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3080394 ◽

2021 ◽

pp. 1-14

Author(s):

Ying Cui ◽

Jinbiao Xia ◽

Zhiteng Wang ◽

Shan Gao ◽

Liguo Wang

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Attention Network

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Spectral–Spatial Attention Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2951160 ◽

2020 ◽

Vol 58 (5) ◽

pp. 3232-3245 ◽

Author(s):

Hao Sun ◽

Xiangtao Zheng ◽

Xiaoqiang Lu ◽

Siyuan Wu

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Attention Network

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Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3061088 ◽

2021 ◽

pp. 1-18

Author(s):

Xin He ◽

Yushi Chen ◽

Pedram Ghamisi

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Convolutional Network ◽

Training Samples ◽

Limited Training Samples

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Multi-Layer Global Spectral-Spatial Attention Network for Wetland Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3133454 ◽

2021 ◽

pp. 1-1

Author(s):

Zhuojun Xie ◽

Jianwen Hu ◽

Xudong Kang ◽

Puhong Duan ◽

Shutao Li

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Attention Network

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Semisupervised graph convolutional network for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.026516 ◽

2020 ◽

Vol 14 (02) ◽

pp. 1

Author(s):

Bing Liu ◽

Kuiliang Gao ◽

Anzhu Yu ◽

Wenyue Guo ◽

Ruirui Wang ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Convolutional Network

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Discriminative Spectral-Spatial Attention-Aware Residual Network For Hyperspectral Image Classification

2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2019.8921022 ◽

2019 ◽

Author(s):

Yaoming Cai ◽

Zhimin Dong ◽

Zhihua Cai ◽

Xiaobo Liu ◽

Guangjun Wang

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Residual Network

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Spectral-Spatial Attention Feature Extraction for Hyperspectral Image Classification Based on Generative Adversarial Network

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3115971 ◽

2021 ◽

pp. 1-1

Author(s):

Hongbo Liang ◽

Wenxing Bao ◽

Xiangfei Shen ◽

Xiaowu Zhang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Generative Adversarial Network ◽

Adversarial Network

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Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2933609 ◽

2020 ◽

Vol 58 (1) ◽

pp. 110-122 ◽

Author(s):

Lichao Mou ◽

Xiao Xiang Zhu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spectral Domain ◽

Hyperspectral Image Classification ◽

Convolutional Network

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Residual Spectral-Spatial Attention Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2994057 ◽

2020 ◽

pp. 1-14

Author(s):

Minghao Zhu ◽

Licheng Jiao ◽

Fang Liu ◽

Shuyuan Yang ◽

Jianing Wang

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Attention Network

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