Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification

Locality Adaptive Discriminant Analysis for Spectral–Spatial Classification of Hyperspectral Images

(2017) Qi Wang et al.   IEEE Geoscience and Remote Sensing Letters

Deep Recurrent Neural Networks for Hyperspectral Image Classification

(2017) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convolutional Neural Networks Based Hyperspectral Image Classification Method with Adaptive Kernels

(2017) et al.   Remote Sensing

Multiscale Superpixel-Based Sparse Representation for Hyperspectral Image Classification

(2017) Shuzhen Zhang et al.   Remote Sensing

Generative Adversarial Networks-Based Semi-Supervised Learning for Hyperspectral Image Classification

(2017) Zhi He et al.   Remote Sensing

Convolutional Recurrent Neural Networks forHyperspectral Data Classification

(2017) Hao Wu et al.   Remote Sensing

Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

(2016) Wenzhi Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image Spatial–Spectral Feature Fusion

(2016) Renlong Hang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

(2016) Heming Liang et al.   Remote Sensing

Unsupervised Spectral–Spatial Feature Learning With Stacked Sparse Autoencoder for Hyperspectral Imagery Classification

(2015) Chao Tao et al.   IEEE Geoscience and Remote Sensing Letters

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

(2015) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification

(2015) Yicong Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets

(2015) Frosti Palsson et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Supervised Spectral–Spatial Hyperspectral Image Classification With Weighted Markov Random Fields

(2015) Le Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Patch-based active learning (PTAL) for spectral-spatial classification on hyperspectral data

(2014) Jun Xu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification

(2013) Jianjun Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

Hyperspectral Image Classification With Independent Component Discriminant Analysis

(2011) A. Villa et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

(2011) Lefei Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

(2010) Mauro Dalla Mura et al.   IEEE Geoscience and Remote Sensing Letters

Multiple Spectral–Spatial Classification Approach for Hyperspectral Data

(2010) Yuliya Tarabalka et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis

(2009) T.V. Bandos et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

(2009) Y. Tarabalka et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Managing the Spectral-Spatial Mix in Context Classification Using Markov Random Fields

(2008) X. Jia et al.   IEEE Geoscience and Remote Sensing Letters

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

(2008) Mathieu Fauvel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING