CNN‐combined graph residual network with multilevel feature fusion for hyperspectral image classification

IET Computer Vision ◽

10.1049/cvi2.12073 ◽

2021 ◽

Author(s):

Wenhui Guo ◽

Guixun Xu ◽

Weifeng Liu ◽

Baodi Liu ◽

Yanjiang Wang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Fusion ◽

Hyperspectral Image Classification ◽

Residual Network

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Hyperspectral image classification with dual attention dense residual network

International Journal of Remote Sensing ◽

10.1080/01431161.2021.1929540 ◽

2021 ◽

Vol 42 (15) ◽

pp. 5604-5625

Author(s):

Hongmin Gao ◽

Mingxia Wang ◽

Yao Yang ◽

Xueying Cao ◽

Chenming Li

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Residual Network

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Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2755542 ◽

2018 ◽

Vol 56 (2) ◽

pp. 847-858 ◽

Cited By ~ 188

Author(s):

Zilong Zhong ◽

Jonathan Li ◽

Zhiming Luo ◽

Michael Chapman

Keyword(s):

Deep Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Residual Network ◽

Learning Framework

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Deep Feature Fusion via Two-Stream Convolutional Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2952758 ◽

2020 ◽

Vol 58 (4) ◽

pp. 2615-2629 ◽

Cited By ~ 4

Author(s):

Xian Li ◽

Mingli Ding ◽

Aleksandra Pizurica

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Hyperspectral Image ◽

Feature Fusion ◽

Hyperspectral Image Classification ◽

Deep Feature

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Deep Multiple Feature Fusion for Hyperspectral Image Classification

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

10.1109/jstars.2018.2866595 ◽

2018 ◽

Vol 11 (10) ◽

pp. 3880-3891 ◽

Cited By ~ 8

Author(s):

Xianghai Cao ◽

Renjie Li ◽

Li Wen ◽

Jie Feng ◽

Licheng Jiao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Fusion ◽

Hyperspectral Image Classification ◽

Multiple Feature ◽

Multiple Feature Fusion

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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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Deep CNN-based hyperspectral image classification using discriminative multiple spatial-spectral feature fusion

Remote Sensing Letters ◽

10.1080/2150704x.2020.1779374 ◽

2020 ◽

Vol 11 (9) ◽

pp. 827-836 ◽

Cited By ~ 3

Author(s):

Hao Guo ◽

Jianjun Liu ◽

Zhiyong Xiao ◽

Liang Xiao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Fusion ◽

Spectral Feature ◽

Hyperspectral Image Classification ◽

Deep Cnn

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Hyperspectral image classification using multi-feature fusion

Optics & Laser Technology ◽

10.1016/j.optlastec.2018.08.044 ◽

2019 ◽

Vol 110 ◽

pp. 176-183 ◽

Cited By ~ 6

Author(s):

Fang Li ◽

Jie Wang ◽

Rushi Lan ◽

Zhenbing Liu ◽

Xiaonan Luo

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Fusion ◽

Hyperspectral Image Classification

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Deep Belief Networks for Feature Fusion in Hyperspectral Image Classification

2018 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology (ICARES) ◽

10.1109/icares.2018.8547136 ◽

2018 ◽

Cited By ~ 2

Author(s):

Mohammad Ghassemi ◽

Hassan Ghassemian ◽

Maryam Imani

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Fusion ◽

Belief Networks ◽

Deep Belief Networks ◽

Hyperspectral Image Classification

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An improved spectral reflectance and derivative feature fusion for hyperspectral image classification

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049561 ◽

2011 ◽

Cited By ~ 4

Author(s):

Qingyan Wang ◽

Junping Zhang ◽

Jiawei Chen ◽

Ye Zhang

Keyword(s):

Image Classification ◽

Spectral Reflectance ◽

Hyperspectral Image ◽

Feature Fusion ◽

Hyperspectral Image Classification

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3D Residual Network for Hyperspectral Image Classification Aided by LiDAR Data

Computer Science and Application ◽

10.12677/csa.2020.1012242 ◽

2020 ◽

Vol 10 (12) ◽

pp. 2296-2305

Author(s):

理王

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Lidar Data ◽

Hyperspectral Image Classification ◽

Residual Network

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