Deep neural networks-based relevant latent representation learning for hyperspectral image classification

Deep support vector machine for hyperspectral image classification

(2020) Onuwa Okwuashi et al.   PATTERN RECOGNITION

Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification

(2020) Akrem Sellami et al.   PATTERN RECOGNITION LETTERS

Hyperspectral remote sensing image classification based on tighter random projection with minimal intra-class variance algorithm

(2020) Quanhua Zhao et al.   PATTERN RECOGNITION

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

(2020) Ke-Kun Huang et al.   PATTERN RECOGNITION

Learning Compact and Discriminative Stacked Autoencoder for Hyperspectral Image Classification

(2019) Peicheng Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning for Hyperspectral Image Classification: An Overview

(2019) Shutao Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification

(2019) Sheng Wan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network

(2018) Jiaojiao Li et al.   IEEE Geoscience and Remote Sensing Letters

Hyperspectral Imagery Semantic Interpretation Based on Adaptive Constrained Band Selection and Knowledge Extraction Techniques

(2018) Akrem Sellami et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Classification of Hyperspectral Images by Gabor Filtering Based Deep Network

(2018) Xudong Kang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification

(2018) Miaomiao Liang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection

(2018) Weiwei Sun 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

Active multi-kernel domain adaptation for hyperspectral image classification

(2018) Cheng Deng et al.   PATTERN RECOGNITION

Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging

(2018) Tong Qiao et al.   PATTERN RECOGNITION

Material based salient object detection from hyperspectral images

(2018) Jie Liang 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

Discriminant Analysis-Based Dimension Reduction for Hyperspectral Image Classification: A Survey of the Most Recent Advances and an Experimental Comparison of Different Techniques

(2018) Wei Li et al.   IEEE Geoscience and Remote Sensing Magazine

Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification

(2018) Anyong Qin et al.   IEEE Geoscience and Remote Sensing Letters

Encoding Spectral and Spatial Context Information for Hyperspectral Image Classification

(2017) Xin Sun et al.   IEEE Geoscience and Remote Sensing Letters

Unsupervised Hyperspectral Band Selection by Fuzzy Clustering With Particle Swarm Optimization

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

Spatial–Spectral Locality-Constrained Low-Rank Representation with Semi-Supervised Hypergraph Learning for Hyperspectral Image Classification

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

R-VCANet: A New Deep-Learning-Based Hyperspectral Image Classification Method

(2017) Bin Pan et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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 reconstruction by deep convolutional neural network for classification

(2017) Yunsong Li et al.   PATTERN RECOGNITION

Deep Learning With Attribute Profiles for Hyperspectral Image Classification

(2016) Erchan Aptoula et al.   IEEE Geoscience and Remote Sensing Letters

Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder

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

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

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification

(2016) Adriana Romero et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

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

High-level hyperspectral image classification based on spectro-spatial dimensionality reduction

(2016) Akrem Sellami et al.   Spatial Statistics

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

Hyperspectral Band Selection Based on Rough Set

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

Integration of Hyperspectral Imagery and Sparse Sonar Data for Shallow Water Bathymetry Mapping

(2015) Liang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE 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

Unsupervised Feature Selection Using Geometrical Measures in Prototype Space for Hyperspectral Imagery

(2013) Mohsen Ghamary Asl et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatial–Spectral Classification of Hyperspectral Images Using Discriminative Dictionary Designed by Learning Vector Quantization

(2013) Zhaowen Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

AutoGAD: An Improved ICA-Based Hyperspectral Anomaly Detection Algorithm

(2012) Robert J. Johnson et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Efficient Method for Supervised Hyperspectral Band Selection

(2010) He Yang et al.   IEEE Geoscience and Remote Sensing Letters