A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images

Deformable Convolutional Neural Networks for Hyperspectral Image Classification

(2018) Jian Zhu et al.   IEEE Geoscience and Remote Sensing Letters

Extinction Profiles Fusion for Hyperspectral Images Classification

(2018) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A New Spatial–Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

(2018) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Hyperspectral Images by SVM Using a Composite Kernel by Employing Spectral, Spatial and Hierarchical Structure Information

(2018) et al.   Remote Sensing

Hyperspectral Image Classification With Squeeze Multibias Network

(2018) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–spatial classification of hyperspectral images by algebraic multigrid based multiscale information fusion

(2018) Yi Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A probabilistic SVM approach for hyperspectral image classification using spectral and texture features

(2017) Reza Seifi Majdar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Spectral-Spatial classification of hyperspectral images using functional data analysis

(2017) Reza Seifi Majdar et al.   Remote Sensing Letters

Hyperspectral Data Classification Using Extended Extinction Profiles

(2016) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Letters

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

A Probabilistic Framework for Spectral–Spatial Classification of Hyperspectral Images

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

Integrating Hierarchical Segmentation Maps With MRF Prior for Classification of Hyperspectral Images in a Bayesian Framework

(2016) Meysam Golipour et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A survey of methods incorporating spatial information in image classification and spectral unmixing

(2016) Le Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multi-scale superpixel spectral–spatial classification of hyperspectral images

(2016) Shanshan Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Nonparametric feature extraction for classification of hyperspectral images with limited training samples

(2016) Azadeh Kianisarkaleh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spectral-Spatial Classification of Hyperspectral Images Using Joint Bilateral Filter and Graph Cut Based Model

(2016) Yi Wang et al.   Remote Sensing

An Adaptive Pixon Extraction Technique for Multispectral/Hyperspectral Image Classification

(2015) Amin Zehtabian et al.   IEEE Geoscience and Remote Sensing Letters

Multiple Feature Learning for Hyperspectral Image Classification

(2015) Jun Li 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

A new combination classification of pixel- and object-based methods

(2015) Gang Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery

(2014) Xian Guo et al.   IEEE Geoscience and Remote Sensing Letters

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 Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization

(2014) Mahdi Khodadadzadeh et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND 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

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

(2013) Gustavo Camps-Valls et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

An innovative support vector machine based method for contextual image classification

(2013) Rogério Galante Negri et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Feature Mining for Hyperspectral Image Classification

(2013) Xiuping Jia et al.   PROCEEDINGS OF THE IEEE

Advances in Spectral-Spatial Classification of Hyperspectral Images

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

LIBSVM

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

Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery

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

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

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

Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning

(2011) Jun Li 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

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

(2010) Yuliya Tarabalka et al.   IEEE Geoscience and Remote Sensing Letters

Extended profiles with morphological attribute filters for the analysis of hyperspectral data

(2010) Mauro Dalla Mura et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Segmentation and classification of hyperspectral images using watershed transformation

(2010) Y. Tarabalka et al.   PATTERN RECOGNITION