Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images

by Naoto Yokoya, Jonathan Cheung-Wai Chan, Karl Segl
Published 2016-02-01

Polarization Guided Autoregressive Model for Depth Recovery

by Mohamed Reda, Yongqiang Zhao, Jonathan Cheung-Wai Chan
Published 2017-01-01

Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network

by Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
Published 2018-05-01

Semi-Supervised Deep Learning Classification for Hyperspectral Image Based on Dual-Strategy Sample Selection

by Bei Fang, Ying Li, Haokui Zhang, Jonathan Cheung-Wai Chan
Published 2018-04-01

Total Variation and Rank-1 Constraint RPCA for Background Subtraction

by Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
Published 2018-01-01

FOV Expansion of Bioinspired Multiband Polarimetric Imagers With Convolutional Neural Networks

by Yongqiang Zhao, Miaomiao Wang, Guang Yang, Jonathan Cheung-Wai Chan
Published 2018-01-01

Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction

by Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
Published 2019-01-01

Hyperspectral Image Denoising Using Global Weighted Tensor Norm Minimum and Nonlocal Low-Rank Approximation

by Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan
Published 2019-09-01

Image Fusion for Spatial Enhancement of Hyperspectral Image via Pixel Group Based Non-Local Sparse Representation

by Jing Yang, Ying Li, Jonathan Cheung-Wai Chan, Qiang Shen
Published 2017-01-01

Hyperspectral Anomaly Detection via Graph Dictionary-Based Low Rank Decomposition with Texture Feature Extraction

by Shangzhen Song, Yixin Yang, Huixin Zhou, Jonathan Cheung-Wai Chan
Published 2020-12-01

Hyperspectral Image Restoration via Spatial-Spectral Residual Total Variation Regularized Low-Rank Tensor Decomposition

by Xiangyang Kong, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Jize Xue
Published 2022-01-01

Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism

by Bei Fang, Ying Li, Haokui Zhang, Jonathan Cheung-Wai Chan
Published 2019-01-01

A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution

by Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan, Liang Xiao
Published 2019-06-01

Going Deeper with Dense Connectedly Convolutional Neural Networks for Multispectral Pansharpening

by Dong Wang, Ying Li, Li Ma, Zongwen Bai, Jonathan Cheung-Wai Chan
Published 2019-11-01

Archetypal Analysis and Structured Sparse Representation for Hyperspectral Anomaly Detection

by Genping Zhao, Fei Li, Xiuwei Zhang, Kati Laakso, Jonathan Cheung-Wai Chan
Published 2021-10-01

Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints

by Chen Yi, Yong-qiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
Published 2020-03-01

Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping

by Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong
Published 2020-02-01

Hyperspectral Anomaly Detection Through Sparse Representation With Tensor Decomposition-Based Dictionary Construction and Adaptive Weighting

by Yixin Yang, Shangzhen Song, Delian Liu, Jonathan Cheung-Wai Chan, Jinze Li, Jianqi Zhang
Published 2020-01-01

SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced Hyperspectral Data Classification

by Yinghui Quan, Xian Zhong, Wei Feng, Jonathan Cheung-Wai Chan, Qiang Li, Mengdao Xing
Published 2021-01-01

An Illumination-Invariant Shadow-Based Scene Matching Navigation Approach in Low-Altitude Flight

by Huaxia Wang, Yongmei Cheng, Nan Liu, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Zhenwei Li
Published 2022-08-01