Multiscale Superpixel-Based Sparse Representation for Hyperspectral Image Classification

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering

(2017) Xi Peng et al.   IEEE Transactions on Cybernetics

Hyperspectral Image Classification With Robust Sparse Representation

(2016) Chang Li et al.   IEEE Geoscience and Remote Sensing Letters

Multiscale Gaussian Derivative Functions for Hyperspectral Image Feature Extraction

(2016) Fardin Mirzapour et al.   IEEE Geoscience and Remote Sensing Letters

Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification

(2016) Erlei Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation

(2016) Wei Fu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Quantitative Detection of Settled Dust Over Green Canopy Using Sparse Unmixing of Airborne Hyperspectral Data

(2016) Anna Brook et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Probabilistic-Kernel Collaborative Representation for Spatial–Spectral Hyperspectral Image Classification

(2016) Jianjun Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Uniformity-Based Superpixel Segmentation of Hyperspectral Images

(2016) Arun M. Saranathan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

(2016) Xian Guo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dense and Sparse Reconstruction Error Based Saliency Descriptor

(2016) Huchuan Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Non-Rigid Point Set Registration by Preserving Global and Local Structures

(2016) Jiayi Ma et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Superpixel-Based Segmentation for 3D Prostate MR Images

(2016) Zhiqiang Tian et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

(2016) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

A Spectral-Texture Kernel-Based Classification Method for Hyperspectral Images

(2016) Yi Wang et al.   Remote Sensing

Regionalization of Uncovered Agricultural Soils Based on Organic Carbon and Soil Texture Estimations

(2016) Martin Kanning et al.   Remote Sensing

Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification

(2016) Zhi He et al.   Remote Sensing

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

(2016) Heming Liang et al.   Remote Sensing

Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization

(2016) Yuan Yuan et al.   IEEE Transactions on Cybernetics

Robust multi-scale superpixel classification for optic cup localization

(2015) Ngan-Meng Tan et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Hyperspectral Image Classification by Spatial–Spectral Derivative-Aided Kernel Joint Sparse Representation

(2015) Jianing Wang 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

Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification

(2015) Jiayi Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Gabor Feature-Based Collaborative Representation for Hyperspectral Imagery Classification

(2015) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fast Hyperspectral Anomaly Detection via High-Order 2-D Crossing Filter

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

Classification of Hyperspectral Images by Exploiting Spectral–Spatial Information of Superpixel via Multiple Kernels

(2015) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model

(2015) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification

(2015) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming

(2015) Jiayi Ma et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Classification of Hyperspectral Images Using Wavelets and Extended Morphological Profiles

(2014) Pablo Quesada-Barriuso et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Determining the Effects of Storage on Cotton and Soybean Leaf Samples for Hyperspectral Analysis

(2014) Matthew A. Lee 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

Saliency Detection with Multi-Scale Superpixels

(2014)   IEEE SIGNAL PROCESSING LETTERS

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

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

Learning locality-constrained collaborative representation for robust face recognition

(2014) Xi Peng et al.   PATTERN RECOGNITION

Application of the Hyperspectral Imager for the Coastal Ocean to Phytoplankton Ecology Studies in Monterey Bay, CA, USA

(2014) John Ryan et al.   Remote Sensing

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

Remote Sensing Image Fusion via Sparse Representations Over Learned Dictionaries

(2013) Shutao Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Generalized Composite Kernel Framework for Hyperspectral Image Classification

(2013) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

(2013) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Entropy-Rate Clustering: Cluster Analysis via Maximizing a Submodular Function Subject to a Matroid Constraint

(2013) Ming-Yu Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models

(2012) Umamahesh Srinivas et al.   IEEE Geoscience and Remote Sensing Letters

Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data

(2012) Hongzan Jiao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Species-Level Differences in Hyperspectral Metrics among Tropical Rainforest Trees as Determined by a Tree-Based Classifier

(2012) Matthew L. Clark et al.   Remote Sensing

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

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

An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery

(2011) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Can the Future EnMAP Mission Contribute to Urban Applications? A Literature Survey

(2011) Wieke Heldens et al.   Remote Sensing

Spatio-Spectral Remote Sensing Image Classification With Graph Kernels

(2010) Gustavo Camps-Valls et al.   IEEE Geoscience and Remote Sensing Letters

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

(2010) Frederic Ratle 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

A fuzzy approach to the evaluation of image complexity

(2008) Maurizio Cardaci et al.   FUZZY SETS AND SYSTEMS