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
31 - 40 of 54
- Thin Cloud Removal with Residual Symmetrical Concatenation Network(2019)
Authors: Li Wenbo, Ying Li, Jonathan Cheung-Wai Chan, Di Chen
Pages: 137-150 - Multi-Scale Wavelet 3D-CNN Based Hyperspectral Image Super-Resolution(2019)
Authors: Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Liang Xiao
- Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising(2019)
Authors: Jize Xue, Yongqiang Zhao, wenzhi Liao, Jonathan Cheung-Wai Chan
Pages: 5174-5189 - Synergies of Spaceborne Imaging Spectroscopy with Other Remote Sensing Approaches(2019)
Authors: Luis Guanter, Maximilian Brell, Jonathan Cheung-Wai Chan, Claudia Giardino, Jose Gomez-Dans, Christian Mielke, Felix Morsdorf, Karl Segl, Naoto Yokoya
Pages: 657-687 - Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism(2019)
Authors: Bei Fang, Ying Li, Haokui Zhang, Jonathan Cheung-Wai Chan
- Super-resolution Enhancement of Hyperspectral Data through Image Fusion and Deep Learning Methods(2019)
Authors: Jingxiang Yang, Cheung Wai Chan, Yongqiang Zhao
- 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
- Total Variation and Rank-1 Constraint RPCA for Background Subtraction(2018)
Authors: Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan
Pages: 49955 - 49966 - Deformable Dictionary Learning for SAR Image Change Detection(2018)
Authors: Lin Li, Yongqiang Zhao, Jinjun Sun, Rustam Stolkin, Quan Pan, Jonathan Cheung-Wai Chan, Seong G. Kong, Zhunga Liu
Pages: 4605-4617 - Hyperspectral Image Super-Resolution Based on Spatial and Spectral Correlation Fusion(2018)
Authors: Chen Yi, Yongqiang Zhao, Jonathan Cheung-Wai Chan
Pages: 4165-4177