Hyperspectral anomaly detection via fractional Fourier transform and deep belief networks

Collaborative representation with background purification and saliency weight for hyperspectral anomaly detection

(2021) Zengfu Hou et al.   Science China-Information Sciences

A partial convolution-based deep-learning network for seismic data regularization1

(2020) Shulin Pan et al.   COMPUTERS & GEOSCIENCES

Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation

(2019) Kun Tan et al.   Remote Sensing

Anomaly Detection in Hyperspectral Imagery Based on Low-Rank Representation Incorporating a Spatial Constraint

(2019) Kun Tan et al.   Remote Sensing

Spectral–Spatial Feature Extraction for Hyperspectral Anomaly Detection

(2019) Jie Lei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Artificial Neural Networks in the domain of reservoir characterization: A review from shallow to deep models

(2019) Pallabi Saikia et al.   COMPUTERS & GEOSCIENCES

Hyperspectral Anomaly Detection by Fractional Fourier Entropy

(2019) Ran Tao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A tensor-based adaptive subspace detector for hyperspectral anomaly detection

(2018) Lili Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Transferred Deep Learning for Anomaly Detection in Hyperspectral Imagery

(2017) Wei Li et al.   IEEE Geoscience and Remote Sensing Letters

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

Active Deep Learning for Classification of Hyperspectral Images

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

Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters

(2017) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

PCA-Based Edge-Preserving Features for Hyperspectral Image Classification

(2017) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework

(2017) Rui Zhao 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

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

(2017) Ping Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

MugNet: Deep learning for hyperspectral image classification using limited samples

(2017) Bin Pan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Projection pursuit and PCA associated with near and middle infrared hyperspectral images to investigate forensic cases of fraudulent documents

(2017) José Francielson Queiroz Pereira et al.   MICROCHEMICAL JOURNAL

Tensor Decomposition and PCA Jointed Algorithm for Hyperspectral Image Denoising

(2016) Shushu Meng 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

A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection

(2016) Yuxiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Tensor Decomposition-Based Anomaly Detection Algorithm for Hyperspectral Image

(2016) Xing Zhang 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

Sparsity divergence index based on locally linear embedding for hyperspectral anomaly detection

(2016) Lili Zhang et al.   Journal of Applied Remote Sensing

A spectral-spatial based local summation anomaly detection method for hyperspectral images

(2016) Bo Du et al.   SIGNAL PROCESSING

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

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

(2015) Chao Tao et al.   IEEE Geoscience and Remote Sensing Letters

Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation

(2015) Jiayi Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Collaborative Representation for Hyperspectral Anomaly Detection

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

A PCA-based hyperspectral approach to detect infections by mycophilic fungi on dried porcini mushrooms (boletus edulis and allied species)

(2015) Lucia Bagnasco et al.   TALANTA

Local Sparsity Divergence for Hyperspectral Anomaly Detection

(2014) Zongze Yuan et al.   IEEE Geoscience and Remote Sensing Letters

A Robust Nonlinear Hyperspectral Anomaly Detection Approach

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

Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery

(2014) Qiandong Guo et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

A High-Order Statistical Tensor Based Algorithm for Anomaly Detection in Hyperspectral Imagery

(2014) Xiurui Geng et al.   Scientific Reports

Feature Mining for Hyperspectral Image Classification

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

A tutorial overview of anomaly detection in hyperspectral images

(2010) Stefania Matteoli et al.   IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE

Recent advances in techniques for hyperspectral image processing

(2009) Antonio Plaza et al.   REMOTE SENSING OF ENVIRONMENT