Researcher
Jonathan Cheung-Wai Chan
- Research Expertise:
- Remote sensing. Superresolution enhancement of hyperspectral data. Use of machine learning methods for land-cover classification, change detection and information retrieval from remotely sensed data
- Keywords:Earth sciences and geography, Electronics and electrical engineering
- Disciplines:Photogrammetry and remote sensing
- Users of research expertise:
- Remote sensing. Superresolution enhancement of hyperspectral data. Use of machine learning methods for land-cover classification, change detection and information retrieval from remotely sensed data
Affiliations
- Electronics and Informatics (Department)
Member
From1 Dec 2022 → Today - Electronics and Informatics (Department)
Member
From8 Apr 2019 → 30 Sep 2022 - Electronics and Informatics (Department)
Member
From1 Jan 2019 → Today - Electronics and Informatics (Department)
Member
From1 Jan 2015 → 30 Sep 2022 - Earth System Sciences (Research group)
Member
From1 Jan 2009 → 31 Dec 2013 - Audio Visual Signal Processing (Research group)
Member
From22 Dec 2005 → 2 Dec 2021 - Cartography and Geographical Information Science (Research group)
Member
From1 Oct 2005 → 30 Sep 2011 - Geography (Department)
Member
From1 Oct 2005 → 30 Sep 2011 - Electronics and Informatics (Department)
Member
From1 Oct 2001 → 20 Oct 2022
Projects
1 - 4 of 4
- Erasmus+ KA220-HED : GEOinformation educational resources for CLImate Change Management (GEOCLIC)From15 Jan 2022 → TodayFunding: Other EU initiatives out of framework
- Erasmus+ KA2 CBHE: Developing Interdisciplinary Postgraduate Programmes and Strengthening Research Networks in Geoinformation Technologies in Armenia and Kyrgyzstan (GeoTAK)From15 Jan 2021 → TodayFunding: EU - out of framework - indefinite
- Erasmus+ Key Action 2: Innovatief curriculum in slimme AGRIcultuur door middel van satelliet- en teledetectiegegevens in SEA. Innovative curriculum in smart AGRIculture through SATellite and remote sensing data in SEA (AGRISAT)From1 Jan 2021 → TodayFunding: EU - out of framework - indefinite
- Erasmus+ KA2 CBHE: University Network for Disaster Risk Reduction and management in Indian Ocean Rim (UN4DRR)From15 Jan 2020 → 14 Oct 2023Funding: EU - out of framework - indefinite
Publications
1 - 10 of 32
- Hyperspectral Anomaly Detection via Graph Dictionary-based Low Rank Decomposition with Texture Feature Extraction(2020)
Authors: Shangzhen Song, Yixin Yang, Huixin Zhou, Jonathan Cheung-Wai Chan
Pages: 1-21 - Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints(2020)
Authors: Chen Yi, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
- Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping(2020)
Authors: Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong
- Hyperspectral Anomaly Detection through Sparse Representation with Tensor Decomposition-based Dictionary Construction and Adaptive Weighting(2020)
Authors: Yixin Yang, Shangzhen Song, Delian Liu, Jonathan Cheung-Wai Chan, Jinze Li, Jianqi Zhang
Pages: 72121-72137 - Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction(2019)
Authors: Jize Xue, Yongqiang Zhao, wenzhi Liao, Jonathan Cheung-Wai Chan
- Impact of environmental factors on the spectral characteristics of lava surfaces: field spectrometry of basaltic lava flows on Tenerife, Canary Islands, Spain(2015)
Authors: Long Li, Carmen Solana, Frank Canters, Jonathan Cheung-Wai Chan, Matthieu Kervyn
Pages: 16986-17012 - Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery
Authors: Jonathan Cheung-Wai Chan, Desire Paelinckx
Pages: 2999-3011 - Hyper-Laplacian Regularized Nonlocal Low-rank Matrix Recovery for Hyperspectral Image Compressive Sensing Reconstruction
Authors: Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
Pages: 406-420 - Hyperspectral Imagery Super-Resolution by Spatial-Spectral Joint Nonlocal Similarity
Authors: Yongqiang Zhao, Jingxiang Yang, Jonathan Cheung-Wai Chan
- Deformable Dictionary Learning for SAR Image Change Detection
Authors: Lin Li, Yongqiang Zhao, Jinjun Sun, Rustam Stolkin, Quan Pan, Jonathan Cheung-Wai Chan, Seong G. Kong, Zhunga Liu
Pages: 4605-4617