Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network

Hyperspectral Image Super-Resolution by Spectral Difference Learning and Spatial Error Correction

(2017) Jing Hu et al.   IEEE Geoscience and Remote Sensing Letters

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

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

A Hybrid Subpixel Mapping Framework for Hyperspectral Images Using Collaborative Representation

(2017) Yifan Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hyperspectral image super-resolution using deep convolutional neural network

(2017) Yunsong Li et al.   NEUROCOMPUTING

Generating a series of fine spatial and temporal resolution land cover maps by fusing coarse spatial resolution remotely sensed images and fine spatial resolution land cover maps

(2017) Xiaodong Li et al.   REMOTE SENSING OF ENVIRONMENT

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

(2017) Ying Li et al.   Remote Sensing

No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning

(2017) Jingxiang Yang et al.   Remote Sensing

Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial–Spectral Group Sparsity

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

Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery

(2016) Ruyi Feng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Noise Removal From Hyperspectral Image With Joint Spectral–Spatial Distributed Sparse Representation

(2016) Jie Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Hierarchical Sparse Learning with Spectral-Spatial Information for Hyperspectral Imagery Denoising

(2016) Shuai Liu et al.   SENSORS

Example-Based Super-Resolution Land Cover Mapping Using Support Vector Regression

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

Hyperspectral Image Resolution Enhancement Using High-Resolution Multispectral Image Based on Spectral Unmixing

(2014) Mohamed Amine Bendoumi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unsupervised Spectral Mixture Analysis of Highly Mixed Data With Hopfield Neural Network

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

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning

(2013) Lefei Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Subpixel Mapping Using Markov Random Field With Multiple Spectral Constraints From Subpixel Shifted Remote Sensing Images

(2012) Liguo Wang et al.   IEEE Geoscience and Remote Sensing Letters

Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery

(2012) Xiong Xu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Image Super-Resolution With Sparse Neighbor Embedding

(2012) Xinbo Gao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization

(2011) Yuntao Qian et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data

(2011) Eligius M. T. Hendrix et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion

(2011) Naoto Yokoya et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mixture Analysis by Multichannel Hopfield Neural Network

(2010) Shaohui Mei et al.   IEEE Geoscience and Remote Sensing Letters

Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution

(2010) Alberto Villa et al.   IEEE Journal of Selected Topics in Signal Processing

Spatial Purity Based Endmember Extraction for Spectral Mixture Analysis

(2010) Shaohui Mei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data

(2010) Alexis Huck et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image Super-Resolution Via Sparse Representation

(2010) Jianchao Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Super-resolution land-cover mapping using multiple sub-pixel shifted remotely sensed images

(2010) Feng Ling et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Two-Stage Interpolation Algorithm Based on Fuzzy Logics and Edges Features for Image Zooming

(2009) Hsiang-Chieh Chen et al.   EURASIP Journal on Advances in Signal Processing