Generative Adversarial Networks for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2805286 ◽

2018 ◽

Vol 56 (9) ◽

pp. 5046-5063 ◽

Author(s):

Lin Zhu ◽

Yushi Chen ◽

Pedram Ghamisi ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

Hyperspectral Image Classification Approach Based on Wasserstein Generative Adversarial Networks

2020 International Conference on Machine Learning and Cybernetics (ICMLC) ◽

10.1109/icmlc51923.2020.9469586 ◽

2020 ◽

Author(s):

Naigeng Chen ◽

Chenming Li

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Classification Approach ◽

Adversarial Networks

Download Full-text

Semisupervised Hyperspectral Image Classification Based on Generative Adversarial Networks

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2780890 ◽

2018 ◽

Vol 15 (2) ◽

pp. 212-216 ◽

Author(s):

Ying Zhan ◽

Dan Hu ◽

Yuntao Wang ◽

Xianchuan Yu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification

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

10.1109/jstars.2020.2974577 ◽

2020 ◽

Vol 13 ◽

pp. 914-927 ◽

Author(s):

Chao Tao ◽

Hao Wang ◽

Ji Qi ◽

Haifeng Li

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3015843 ◽

2020 ◽

pp. 1-14 ◽

Author(s):

Junjie Wang ◽

Feng Gao ◽

Junyu Dong ◽

Qian Du

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

CNN Hyperspectral Image Classification Using Training Sample Augmentation with Generative Adversarial Networks

2020 13th International Conference on Communications (COMM) ◽

10.1109/comm48946.2020.9142021 ◽

2020 ◽

Author(s):

Victor-Emil Neagoe ◽

Paul Diaconescu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Training Sample ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2019.2915094 ◽

2020 ◽

Vol 50 (7) ◽

pp. 3318-3329 ◽

Author(s):

Zilong Zhong ◽

Jonathan Li ◽

David A. Clausi ◽

Alexander Wong

Keyword(s):

Image Classification ◽

Random Fields ◽

Conditional Random Fields ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.3041864 ◽

2020 ◽

pp. 1-5

Author(s):

Tanmoy Dam ◽

Sreenatha G. Anavatti ◽

Hussein A. Abbass

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text

Hyperspectral Image Classification Based on Visible–Infrared Sensors and Residual Generative Adversarial Networks

Sensors and Materials ◽

10.18494/sam.2021.3527 ◽

2021 ◽

Vol 33 (11) ◽

pp. 4045

Author(s):

Hui-Wei Su ◽

Ri-hui Tan ◽

Chih-Cheng Chen ◽

Zhongzheng Hu ◽

Avinash Shankaranarayanan

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Infrared Sensors ◽

Adversarial Networks

Download Full-text

Hyperspectral Image Classification Based on Generative Adversarial Networks with Feature Fusing and Dynamic Neighborhood Voting Mechanism

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8899291 ◽

2019 ◽

Author(s):

Ying Zhan ◽

Yasmine Medjadba ◽

Guian Wang ◽

Xianchuan Yu ◽

Jin Qin ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks ◽

Voting Mechanism

Download Full-text

Structure Aware Generative Adversarial Networks for Hyperspectral Image Classification

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

10.1109/jstars.2020.3022781 ◽

2020 ◽

Vol 13 ◽

pp. 5424-5438

Author(s):

Tayeb Alipour-Fard ◽

Hossein Arefi

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Generative Adversarial Networks ◽

Hyperspectral Image Classification ◽

Adversarial Networks

Download Full-text