Year  Title  Author 
2017

Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification 
V Singhal, HK Aggarwal, S Tariyal, A Majumdar

2017

Superpixelbased 3D Deep Neural Networks for Hyperspectral Image Classification 
C Shi, CM Pun

2017

Encoding Spectral and Spatial Context Information for Hyperspectral Image Classification 
X Sun, F Zhou, J Dong, F Gao, Q Mu, X Wang

2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification 
L Mou, P Ghamisi, XX Zhu

2017

Semisupervised Deep Learning using Pseudo Labels for Hyperspectral Image Classification 
H Wu, S Prasad

2017

Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation 
FI Alam, J Zhou, AWC Liew, X Jia, J Chanussot, Y Gao

2017

Generative Adversarial NetworksBased SemiSupervised Learning for Hyperspectral Image Classification 
Z He, H Liu, Y Wang, J Hu

2017

Hyperspectral image classification using deep convolutional neural networks 
Z Zhong, J Li

2017

Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network 
X Cao, F Zhou, L Xu, D Meng, Z Xu, J Paisley

2017

3D multiresolution wavelet convolutional neural networks for hyperspectral image classification 
C Shi, CM Pun

2017

Hyperspectral image analysis using deep learning—A review 
H Petersson, D Gustafsson, D Bergstrom

2017

A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification 
Y Xu, B Du, L Zhang, F Zhang

2017

Going Deeper with Contextual CNN for Hyperspectral Image Classification 
H Lee, H Kwon

2017

MugNet: Deep learning for hyperspectral image classification using limited samples 
B Pan, Z Shi, X Xu

2017

GCN: GPUBased Cube CNN Framework for Hyperspectral Image Classification 
H Dong, T Li, J Leng, L Kong, G Bai

2017

Deep Fully Convolutional NetworkBased Spatial Distribution Prediction for Hyperspectral Image Classification 
L Jiao, M Liang, H Chen, S Yang, H Liu, X Cao

2017

A Hyperspectral Image Classification Framework with Spatial Pixel Pair Features 
L Ran, Y Zhang, W Wei, Q Zhang

2017

A new deep convolutional neural network for fast hyperspectral image classification 
ME Paoletti, JM Haut, J Plaza, A Plaza

2017

Hyperspectral Image Enhancement and Mixture DeepLearning Classification of Corneal Epithelium Injuries 
SSM Noor, K Michael, S Marshall, J Ren

2017

Multiscale SuperpixelBased Sparse Representation for Hyperspectral Image Classification 
S Zhang, S Li, W Fu, L Fang

2017

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification 
P Zhong, Z Gong, S Li, CB Schönlieb

2017

Deep Residual Networks for Hyperspectral Image Classification 
Z Zhong, J Li, L Ma, H Jiang, H Zhao

2017

SpectralSpatial Residual Network for Hyperspectral Image Classification: A 3D Deep Learning Framework 
Z Zhong, J Li, Z Luo, M Chapman

2017

Hyperspectral image feature extraction method based on sparse constraint convolutional neural network 
P Jia, M Zhang, W Yu, Y Shen

2017

SpectralSpatial Response for Hyperspectral Image Classiﬁcation 
Y Wei, Y Zhou, H Li

2017

Multiple Kernel Learning for Hyperspectral Image Classification: A Review 
Y Gu, J Chanussot, X Jia, JA Benediktsson

2017

Supervised Deep Feature Extraction for Hyperspectral Image Classification 
B Liu, X Yu, P Zhang, A Yu, Q Fu, X Wei

2017

Hyperspectral image superresolution using deep convolutional neural network 
Y Li, J Hu, X Zhao, W Xie, JJ Li

2016

Hyperspectral image reconstruction by deep convolutional neural network for classification 
Y Li, W Xie, H Li

2016

Semisupervised classification for hyperspectral image based on multidecision labeling and deep feature learning 
X Ma, H Wang, J Wang

2016

Deep Learning With Attribute Profiles for Hyperspectral Image Classification 
E Aptoula, MC Ozdemir, B Yanikoglu

2016

A deep learning framework for hyperspectral image classification using spatial pyramid pooling 
J Yue, S Mao, M Li

2016

Ideal Regularized Composite Kernel for Hyperspectral Image Classification 
J Peng, H Chen, Y Zhou, L Li

2016

BASS Net: BandAdaptive SpectralSpatial Feature Learning Neural Network for Hyperspectral Image Classification 
A Santara, K Mani, P Hatwar, A Singh, A Garg, K Padia

2016

Unsupervised spectral subfeature learning for hyperspectral image classification 
V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke

2016

Hyperspectral image classification based on deep stacking network 
M He, X Li, Y Zhang, J Zhang, W Wang

2016

Deep Convolutional networks with superpixel segmentation for hyperspectral image classification 
J Cao, Z Chen, B Wang

2016

Graphbased deep Convolutional networks for Hyperspectral image classification 
J Cao, Z Chen, B Wang

2016

Spectral–Spatial Classification of Hyperspectral Image Based on Deep AutoEncoder 
X Ma, H Wang, J Geng

2016

a Diversified Deep Belief Network for Hyperspectral Image Classification 
P Zhong, ZQ Gong, C Schönlieb

2016

Parallel multilayer perceptron neural network used for hyperspectral image classification 
BP Garcia

2016

Convolutional Neural Networks for Hyperspectral Image Classification 
S Yu, S Jia, C Xu

2016

Tensor BlockSparsity Based Representation for SpectralSpatial Hyperspectral Image Classification 
Z He, J Li, L Liu

2015

Learning Hierarchical SpectralSpatial Features for Hyperspectral Image Classification 
Y Zhou, Y Wei

2015

Latent subclass learningbased unsupervised ensemble feature extraction method for hyperspectral image classification 
W Wei, Y Zhang, C Tian

2015

Deep Convolutional Neural Networks for Hyperspectral Image Classification 
W Hu, Y Huang, W Li, F Zhang, H Li

2015

Hyperspectral Image Classification with Convolutional Neural Networks 
V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke

2015

Learning Deep Dictionary for Hyperspectral Image Denoising 
HUO Leigang, F Xiangchu, HUO Chunlei

2015

Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions 
D Tuia, R Flamary, N Courty

2015

Hierarchical Feature Learning With Dropout KMeans for Hyperspectral Image Classification 
F Zhang, B Du, L Zhang, L Zhang

2014

Deep Model for Classification of Hyperspectral image using Restricted Boltzmann Machine 
ME Midhun, SR Nair, VT Prabhakar, SS Kumar
