Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

On combining multiscale deep learning features for the classification of hyperspectral remote sensing imagery

(2015) Wenzhi Zhao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2015) Jun Yue et al.   Remote Sensing Letters

Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform

(2014) Jiayi Li et al.   IEEE Geoscience and Remote Sensing Letters

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

(2014) Xueyun Chen et al.   IEEE Geoscience and Remote Sensing Letters

Deep Learning-Based Classification of Hyperspectral Data

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

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles

(2014) Benqin Song et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Manifold-Based Sparse Representation for Hyperspectral Image Classification

(2014) Yuan Yan Tang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

(2014) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Classification of Multispectral Images Using Kernel Feature Space Representation

(2013) Sergio Bernabe et al.   IEEE Geoscience and Remote Sensing Letters

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

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

A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms

(2013) Mattia Pedergnana et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral-Spatial Constraint Hyperspectral Image Classification

(2013) Rongrong Ji et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

(2011) Yi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]

(2010) I Arel et al.   IEEE Computational Intelligence Magazine

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

(2010) Mauro Dalla Mura et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

(2009) Alfred M. Bruckstein et al.   SIAM REVIEW

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

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