Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1811001(2022)
Hyperspectral Image Classification Based on Convolution Neural Network with Attention Mechanism
[3] Zhao C H, Qi B, Zhang Y. Hyperspectral image classification based on variational relevance vector machine[J]. Acta Optica Sinica, 32, 0828004(2012).
[5] Ye Z, Bai L. Hyperspectral image classification based on principal component analysis and local binary patterns[J]. Laser & Optoelectronics Progress, 54, 111006(2017).
[7] Ma S X, Liu C T, Li H C et al. Feature extraction based on linear embedding and tensor manifold for hyperspectral image[J]. Acta Optica Sinica, 39, 0412001(2019).
[8] Wei L F, Yu M, Zhong Y F et al. Hyperspectral image classification method based on space-spectral fusion conditional random field[J]. Acta Geodaetica et Cartographica Sinica, 49, 343-354(2020).
[9] Hu X, Lu Q K. Hyperspectral image classification algorithm based on saliency profile[J]. Acta Optica Sinica, 40, 1611001(2020).
[14] Hu L, Shan R, Wang F et al. Hyperspectral image classification based on dual-channel dilated convolution neural network[J]. Laser & Optoelectronics Progress, 57, 122803(2020).
[16] Zhang M H, Zou Y Q, Song W et al. GGCN: GPU-based hyperspectral image classification algorithm[J]. Laser & Optoelectronics Progress, 57, 201101(2020).
[17] Yan M J, Su X Y. Hyperspectral image classification based on three-dimensional dilated convolutional residual neural network[J]. Acta Optica Sinica, 40, 1628002(2020).
[18] Zhang X D, Wang T J, Yang Y. Classification of small-sized sample hyperspectral images based on multi-scale residual network[J]. Laser & Optoelectronics Progress, 57, 162801(2020).
Get Citation
Copy Citation Text
Wenhao Chen, Jing He, Gang Liu. Hyperspectral Image Classification Based on Convolution Neural Network with Attention Mechanism[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1811001
Category: Imaging Systems
Received: May. 31, 2021
Accepted: Jul. 20, 2021
Published Online: Aug. 22, 2022
The Author Email: He Jing (xiao00yao@163.com)