Dual-Channel Residual Network for Hyperspectral Image Classification With Noisy Labels

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3057689 ◽

2021 ◽

pp. 1-11

Author(s):

Yimin Xu ◽

Zhaokui Li ◽

Wei Li ◽

Qian Du ◽

Cuiwei Liu ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Residual Network ◽

Dual Channel ◽

Download Full-text

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

Download Full-text

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 ◽

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

Download Full-text

Dual-Channel Convolution Network with Image-Based Global Learning Framework for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3139358 ◽

2021 ◽

pp. 1-1

Author(s):

Haoyang Yu ◽

Hao Zhang ◽

Yao Liu ◽

Ke Zheng ◽

Zhen Xu ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Global Learning ◽

Hyperspectral Image Classification ◽

Learning Framework ◽

Download Full-text

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

Download Full-text

SSDC-DenseNet: A Cost-Effective End-to-End Spectral-Spatial Dual-Channel Dense Network for Hyperspectral Image Classification

IEEE Access ◽

10.1109/access.2019.2925283 ◽

2019 ◽

Vol 7 ◽

pp. 84876-84889 ◽

Author(s):

Yutong Bai ◽

Qifan Zhang ◽

Zexin Lu ◽

Yi Zhang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Cost Effective ◽

Dense Network ◽

Hyperspectral Image Classification ◽

Dual Channel ◽

Download Full-text

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 ◽

Hyperspectral Image Classification ◽

Residual Network

Download Full-text

Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2896471 ◽

2019 ◽

Vol 57 (7) ◽

pp. 5085-5097 ◽

Author(s):

Bing Tu ◽

Xiaofei Zhang ◽

Xudong Kang ◽

Jinping Wang ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Density ◽

Hyperspectral Image Classification ◽

Density Peak ◽

Density Peak Clustering ◽

Download Full-text

Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification

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

10.1109/jstars.2020.3035382 ◽

2020 ◽

Vol 13 ◽

pp. 6424-6433

Author(s):

Robiulhossain Mdrafi ◽

Qian Du ◽

Ali Cafer Gurbuz ◽

Bo Tang ◽

Li Ma ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Hyperspectral Image Classification ◽

Residual Network

Download Full-text

Hierarchical Structure-Based Noisy Labels Detection for Hyperspectral Image Classification

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

10.1109/jstars.2020.2994162 ◽

2020 ◽

Vol 13 ◽

pp. 2183-2199

Author(s):

Bing Tu ◽

Chengle Zhou ◽

Xiaolong Liao ◽

Zhi Xu ◽

Yishu Peng ◽

...

Keyword(s):

Image Classification ◽

Hierarchical Structure ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Download Full-text

Stochastic Depth Residual Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3090429 ◽

2021 ◽

pp. 1-13

Author(s):

Zheng Gao ◽

Lei Tong ◽

Jun Zhou ◽

Bin Qian ◽

Jing Yu ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Residual Network

Download Full-text