Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification

(2019) Kaiqiang Zhu et al.   Remote Sensing

Hyperspectral image unsupervised classification by robust manifold matrix factorization

(2019) Lefei Zhang et al.   INFORMATION SCIENCES

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

(2019) Swalpa Kumar Roy et al.   IEEE Geoscience and Remote Sensing Letters

Supervised Deep Feature Extraction for Hyperspectral Image Classification

(2018) Bing Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Recent Advances on Spectral–Spatial Hyperspectral Image Classification: An Overview and New Guidelines

(2018) Lin He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Diverse Region-Based CNN for Hyperspectral Image Classification

(2018) Mengmeng Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Hyperspectral image classification via a random patches network

(2018) Yonghao Xu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatial and class structure regularized sparse representation graph for semi-supervised hyperspectral image classification

(2018) Yuanjie Shao et al.   PATTERN RECOGNITION

Superpixel-based 3D deep neural networks for hyperspectral image classification

(2018) Cheng Shi et al.   PATTERN RECOGNITION

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

(2018) Lefei Zhang et al.   IEEE Transactions on Cybernetics

Spectral-Spatial Feature Extraction and Classification by ANN Supervised With Center Loss in Hyperspectral Imagery

(2018) Alan J. X. Guo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks

(2017) Shaohui Mei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification Using Deep Pixel-Pair Features

(2017) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Discriminative Low-Rank Gabor Filtering for Spectral–Spatial Hyperspectral Image Classification

(2017) Lin He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Going Deeper With Contextual CNN for Hyperspectral Image Classification

(2017) Hyungtae Lee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Remote sensing image classification based on the optimal support vector machine and modified binary coded ant colony optimization algorithm

(2017) Mingwei Wang et al.   INFORMATION SCIENCES

Hyperspectral image reconstruction by deep convolutional neural network for classification

(2017) Yunsong Li et al.   PATTERN RECOGNITION

Regularized coplanar discriminant analysis for dimensionality reduction

(2017) Ke-Kun Huang et al.   PATTERN RECOGNITION

Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis

(2017) Lei Pan et al.   Remote Sensing

Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery

(2015) Wei Li et al.   IEEE Geoscience and Remote Sensing Letters

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

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification

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

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

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Hyperspectral Remote Sensing Data Analysis and Future Challenges

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

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

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

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