Multi-scale spatial-spectral fusion based on multi-input fusion calculation and coordinate attention for hyperspectral image classification

MIMN-DPP: Maximum-information and minimum-noise determinantal point processes for unsupervised hyperspectral band selection

(2020) Weizhao Chen et al.   PATTERN RECOGNITION

Deep support vector machine for hyperspectral image classification

(2020) Onuwa Okwuashi et al.   PATTERN RECOGNITION

Spectral-Spatial Attention Networks for Hyperspectral Image Classification

(2019) Xiaoguang Mei et al.   Remote Sensing

Double-Branch Multi-Attention Mechanism Network for Hyperspectral Image Classification

(2019) Wenping Ma et al.   Remote Sensing

Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection

(2019) Weiying Xie et al.   NEURAL NETWORKS

Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition

(2019) Hongyan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Hybrid Sparsity and Distance-Based Discrimination Detector for Hyperspectral Images

(2018) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Supervised Deep Feature Extraction for Hyperspectral Image Classification

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

Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

(2018) Zilong Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

(2018) Yuanjie Shao et al.   PATTERN RECOGNITION

Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels

(2018) Hao Wu et al.   PATTERN RECOGNITION

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

(2018) Cheng Shi et al.   PATTERN RECOGNITION

Deep visual tracking: Review and experimental comparison

(2018) Peixia Li et al.   PATTERN RECOGNITION

High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement

(2018) Weiying Xie et al.   PATTERN RECOGNITION

Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification

(2017) Xiangrong Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Going Deeper With Contextual CNN for Hyperspectral Image Classification

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

Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

(2016) Wenzhi Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improved hyperspectral image classification by active learning using pre-designed mixed pixels

(2016) Alim Samat et al.   PATTERN RECOGNITION

Unsupervised Spectral–Spatial Feature Learning With Stacked Sparse Autoencoder for Hyperspectral Imagery Classification

(2015) Chao Tao 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

Combined sparse and collaborative representation for hyperspectral target detection

(2015) Wei Li et al.   PATTERN RECOGNITION

Gabor-Filtering-Based Nearest Regularized Subspace for Hyperspectral Image Classification

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

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

(2011) Giorgio Licciardi et al.   IEEE Geoscience and Remote Sensing Letters