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 - 9 of 9
- Tech4Health: Venturing into Future Health TechnologiesFrom1 Jan 2024 → TodayFunding: IOF - technology validation in real environment, IOF - mandates
- Erasmus+ Key Action 2 : BASIS : Boosting Agricultural Studies in Sub-Saharan AfricaFrom1 Jun 2023 → TodayFunding: EU - out of framework - indefinite
- 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 → 14 Jan 2024Funding: EU - out of framework - indefinite
- GEAR: “Venturing into Future Health Technologies”From1 Jan 2021 → TodayFunding: IOF - technology validation in real environment, IOF - mandates
- 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 → 14 Jan 2024Funding: 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
- Hyperspectral characterisation of (eco)hydrological processes in the urban fringeFrom1 Jan 2010 → 31 Dec 2013Funding: FWO research project (including WEAVE projects)
- Mapping of urban green in the Brussels Capital Region and monitoring of changes in urban green over the last decennia (ActuaEvol09)From4 Jan 2009 → 4 Jan 2010Funding: Brussels Capital Region
Publications
1 - 10 of 54
- Transferable Multiple Subspace Learning for Hyperspectral Image Super-Resolution(2024)
Authors: Yuangyang Bu, Yongqiang Zhao, Jize Xue, Jiaxin Yao, Jonathan Cheung-Wai Chan
Pages: 1-5 - Laplacian Pyramid Fusion Network with Hierarchical Guidance for Infrared and Visible Image Fusion(2023)
Authors: Jiaxin Yao, Yongqiang Zhao, Yuanyang Bu, Seong Kong, Jonathan Cheung-Wai Chan
Pages: 4630-4644 - When Laplacian scale mixture meets three-layer transform: A parametric tensor sparsity for tensor completion(2022)
Authors: Jize Xue, Yongqiang Zhao, Yuangyang Bu, Jonathan Cheung-Wai Chan, Seong Kong
Pages: 13887-13901 - An Illumination-Invariant Shadow-Based Scene Matching Navigation Approach in Low-Altitude Flight(2022)
Authors: Huaxia Wang, Yongmei Cheng, Nan Liu, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Zhenwei Li
- Hyperspectral Image Restoration via Spatial-Spectral Residual Total Variation Regularized Low-Rank Tensor Decomposition(2022)
Authors: Xiangyang Kong, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Jize Xue
- Spectral Super-Resolution based on Dictionary Optimization Learning via Spectral Library(2022)
Authors: Hao-Fang Yan, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan, Seong Kong
Pages: 1-16 - Histograms of oriented mosaic gradients for snapshot spectral image description(2022)
Authors: Lulu Chen, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong Kong
Pages: 79-93 - Archetypal Analysis and Structured Sparse Representation for Hyperspectral Anomaly Detection(2021)
Authors: Genping Zhao, Fei Li, XiuWei Zhang, Kati Laakso, Jonathan Cheung-Wai Chan
- Illumination-invariant road detection and tracking using LWIR polarization characteristics(2021)
Authors: Ning Li, Yongqiang Zhao, Quan Pan, Seong Kong, Jonathan Cheung-Wai Chan
Pages: 357-369 - Distinguishing original and non-original stands at the Zhanjiang Mangrove National Nature Reserve (P.R. China): remote sensing and GIS for conservation and ecological research(2021)
Authors: Juan Sebastian Durango Cordero, Behara Satyanarayana, Jonathan Cheung-Wai Chan, Jan Bogaert, Farid Dahdouh Guebas
Pages: 1-22