Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

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

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

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Spectral–Spatial Hyperspectral Image Classification Using $\ell_{1/2}$ Regularized Low-Rank Representation and Sparse Representation-Based Graph Cuts

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

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

Hyperspectral Image Classification Based on Three-Dimensional Scattering Wavelet Transform

(2015) Yuan Yan Tang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Survey on Spectral–Spatial Classification Techniques Based on Attribute Profiles

(2015) Pedram Ghamisi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

(2015) Xiujun Zhang et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding

(2015) Lefei Zhang et al.   PATTERN RECOGNITION

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery

(2014) Yanfei Zhong et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM

(2014) Devis Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Remote Sensing Data Analysis and Future Challenges

(2013) Jose M. Bioucas-Dias et al.   IEEE Geoscience and Remote Sensing Magazine

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral–Spatial Feature Extraction

(2012) Liangpei Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features

(2012) Yuntao Qian et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Advances in Spectral-Spatial Classification of Hyperspectral Images

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

Improving Wishart Classification of Polarimetric SAR Data Using the Hopfield Neural Network Optimization Approach

(2012) Gonzalo Pajares et al.   Remote Sensing

Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery

(2011) Bing Zhang et al.   IEEE Geoscience and Remote Sensing Letters

High Performance Computing for Hyperspectral Remote Sensing

(2011) Antonio Plaza et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery Classification

(2011) Linlin Shen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improving the Wishart Synthetic Aperture Radar image classifications through Deterministic Simulated Annealing

(2011) Francisco J. Sánchez-Lladó et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning

(2010) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image-Based Airborne Sensors: A Combined Approach for Spectral Signatures Classification through Deterministic Simulated Annealing

(2009) María Guijarro et al.   SENSORS

Supervised Classification of Remotely Sensed Imagery Using a Modified $k$-NN Technique

(2008) L. Samaniego et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING