Projects per year
Personal profile
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
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Dive into the research topics where Cheung Wai Chan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
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IOF3016: GEAR: “Venturing into Future Health Technologies”
Stiens, J., Wambacq, P., da Silva Gomes, B. T., Sahli, H., Vandemeulebroucke, J., Jansen, B., Lemeire, J., Steenhaut, K., Munteanu, A., Deligiannis, N., Schelkens, P., Kuijk, M., Parvais, B., Chan, C. W., Van Schependom, J., Touhafi, A., Braeken, A., Runacres, M., Cornelis, B., Schretter, C., Blinder, D. & Temmermans, F.
1/01/21 → 24/12/25
Project: Applied
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EUPOM96: ErasmusErasmus + Key Action 2: AGRISAT - Innovatief curriculum in slimme AGRIcultuur door middel van satelliet- en teledetectiegegevens in SEA.+ Key Action 2: AGRISAT – Innovative curriculum in smart AGRIculture through SATellite and remote sensing data in SEA.
1/01/21 → 14/01/24
Project: Fundamental
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AIIESA27: Multi-Model synthetic S2-HS (hyperspectral) data for marine/plastic debris characterization
15/12/20 → 30/06/22
Project: Fundamental
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EUPOM76: University Network for Disaster Risk Reduction and management in Indian Ocean Rim
15/01/20 → 14/01/23
Project: Fundamental
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EUPOM41: NEXUS: Erasmus+ Key Action 2 – Capacity building in Higher Education – NEXUS
15/10/17 → 14/10/20
Project: Fundamental
Research output
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Collaborative learning of lightweight convolutional neural network and deep clustering for hyperspectral image semi-supervised classification with limited training samples
Fang, B., Li, Y., Zhang, H. & Chan, J. C-W., Mar 2020, In : ISPRS Journal of Photogrammetry and Remote Sensing. 161, p. 164-178 15 p.Research output: Contribution to journal › Article
12 Citations (Scopus) -
Content-Guided Convolutional Neural Network for Hyperspectral Image Classification
Liu, Q., Xiao, L., Yang, J. & Chan, J. C-W., 12 Mar 2020, In : IEEE Transactions on Geoscience and Remote Sensing.Research output: Contribution to journal › Article
4 Citations (Scopus) -
Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping
Kong, X., Zhao, Y., Xue, J., Chan, J. C-W. & Kong, S. G., 20 Feb 2020, In : Remote Sensing. 12, 4, 704.Research output: Contribution to journal › Article
Open Access3 Citations (Scopus) -
Hybrid Local and Non-local 3D Attentive CNN for Hyperspectral Image Super-Resolution
Yang, J., Xiao, L., Zhao, Y. & Chan, J. C-W., Jun 2020, In : IEEE Geoscience and Remote Sensing Letters. p. 1-5Research output: Contribution to journal › Article
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Hyperspectral and Multispectral Image Fusion via Graph Laplacian Guided Coupled Tenor Decomposition
Bu, Y., Zhao, Y., Xue, J., Chan, J. C-W., Kong, S. G., Yi, C., Wen, J. & Wang, B., 2020, In : IEEE Transactions on Geoscience and Remote Sensing.Research output: Contribution to journal › Article
Activities
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Unknown (External organisation)
Cheung Wai Chan (Member)1 Jan 2009 → 31 Dec 2010Activity: Membership › Membership of external research organisation
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Remote Sensing of Environment (External organisation)
Cheung Wai Chan (Member)2005 → 2006Activity: Membership › Membership of peer-review panel or committee
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International Journal of Remote Sensing (External organisation)
Cheung Wai Chan (Member)2005 → 2006Activity: Membership › Membership of peer-review panel or committee
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SPIE Conf. 5794, Detection and Remediation Technologies for Mines and Minelike Targets
Cheung Wai Chan (Speaker)28 Mar 2005 → 31 Mar 2005Activity: Talk or presentation › Talk or presentation at a conference
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SPIE Defense and security Symposium
Cheung Wai Chan (Participant)12 Apr 2004 → 16 Apr 2004Activity: Participating in or organising an event › Participation in conference
Thesis
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Het Horizontale Denken. Een reflectie op de structuren en de grenzen van het filosofische denken
Author: Van Luchene, S., Weyembergh, M. & Chan, C. W., 2004Supervisor: Weyembergh, M. (Promotor) & Chan, J. C. (Co-promotor)
Student thesis: Doctoral Thesis
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Mapping, monitoring and modelling urban areas with medium-resolution satellite imagery: A multi-resolution approach for characterising the dynamics of urban form and function
Author: Van De Voorde, T., Canters, F., Corijn, E., Koedam, N., Batelaan, O., Chan, C. W., Donnay, J. & Barr, S., 10 Nov 2011Supervisor: Canters, F. (Promotor), Corijn, E. (Jury), Koedam, N. (Jury), Batelaan, O. (Jury), Chan, J. C. (Jury), Donnay, J. (External person) (Jury) & Barr, S. (External person) (Jury)
Student thesis: Doctoral Thesis
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Mapping impervious surface cover from hyperspectral imagery using per-pixel and sub-pixel classification approaches: impact on water balance estimation
Author: Demarchi, L., Canters, F., Chan, J. C. & Batelaan, O., 27 Mar 2015Supervisor: Canters, F. (Promotor), Chan, J. C. (Promotor) & Batelaan, O. (Co-promotor)
Student thesis: Doctoral Thesis
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Processing of Geostationary Satellite Observations for Earth Radiation Budget Studies
Author: Clerbaux, N., Cornelis, J., Dewitte, S., Allan, R., Harries, J., Chan, C. W., Sahli, H., Van Biesen, L. & Pintelon, R., 8 Dec 2008Supervisor: Cornelis, J. (Promotor), Dewitte, S. (Co-promotor), Chan, J. C. (Jury), Sahli, H. (Jury), Van Biesen, L. (Jury), Pintelon, R. (Jury), Allan, R. (External person) (Jury) & Harries, J. (External person) (Jury)
Student thesis: Doctoral Thesis
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Remote sensing study of the morphology of a possible impact crater: The Luizi structure, Katanga, Congo Democratic Republic.
Author: Dujardin, R., Claeys, P. & Chan, C. W., 2007Supervisor: Claeys, P. (Promotor) & Chan, J. C. (Co-promotor)
Student thesis: Master's Thesis