Jonathan Cheung-Wai Chan
Jonathan Cheung-Wai Chan
Department of Electronics and Informatics, Vrije Universiteit Brussel
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Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery
JCW Chan, D Paelinckx
Remote Sensing of Environment 112 (6), 2999-3011, 2008
6032008
Multiple criteria for evaluating machine learning algorithms for land cover classification from satellite data
RS DeFries, JCW Chan
Remote Sensing of Environment 74 (3), 503-515, 2000
2672000
Detecting the nature of change in an urban environment: A comparison of machine learning algorithms
JCW Chan, KP Chan, AGO Yeh
Photogrammetric Engineering and Remote Sensing 67 (2), 213-226, 2001
1852001
Learning and transferring deep joint spectral–spatial features for hyperspectral classification
J Yang, YQ Zhao, JCW Chan
IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4729-4742, 2017
1282017
Improved classification of VHR images of urban areas using directional morphological profiles
R Bellens, S Gautama, L Martinez-Fonte, W Philips, JCW Chan, F Canters
IEEE Transactions on Geoscience and Remote Sensing 46 (10), 2803-2813, 2008
1152008
Fully automatic subpixel image registration of multiangle CHRIS/Proba data
J Ma, JCW Chan, F Canters
IEEE transactions on geoscience and remote sensing 48 (7), 2829-2839, 2010
962010
Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting
JCW Chan, C Huang, R Defries
IEEE Transactions on Geoscience and Remote Sensing 39 (3), 693-695, 2001
732001
Qualitative distinction of congeneric and introgressive mangrove species in mixed patchy forest assemblages using high spatial resolution remotely sensed imagery (IKONOS)
F Dahdouh‐Guebas, E Van Hiel, JCW Chan, LP Jayatissa, N Koedam
Systematics and biodiversity 2 (2), 113-119, 2004
692004
Hyperspectral imagery super-resolution by spatial–spectral joint nonlocal similarity
Y Zhao, J Yang, JCW Chan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
642013
Coupled sparse denoising and unmixing with low-rank constraint for hyperspectral image
J Yang, YQ Zhao, JCW Chan, SG Kong
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1818-1833, 2015
622015
An evaluation of ensemble classifiers for mapping Natura 2000 heathland in Belgium using spaceborne angular hyperspectral (CHRIS/Proba) imagery
JCW Chan, P Beckers, T Spanhove, JV Borre
International Journal of Applied Earth Observation and Geoinformation 18, 13-22, 2012
542012
Biodiversity mapping in a tropical West African forest with airborne hyperspectral data
GV Laurin, JCW Chan, Q Chen, JA Lindsell, DA Coomes, L Guerriero, ...
PloS one 9 (6), e97910, 2014
532014
Texture classification of logged forests in tropical Africa using machine learning algorithms
JCW Chan, N Laporte, RS DeFries
International Journal of Remote Sensing 24 (6), 1401-1407, 2003
532003
Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping
L Demarchi, F Canters, C Cariou, G Licciardi, JCW Chan
ISPRS Journal of Photogrammetry and Remote Sensing 87, 166-179, 2014
522014
Hyperspectral and multispectral image fusion via deep two-branches convolutional neural network
J Yang, YQ Zhao, JCW Chan
Remote Sensing 10 (5), 800, 2018
472018
Potential of resolution-enhanced hyperspectral data for mineral mapping using simulated EnMAP and Sentinel-2 images
N Yokoya, JCW Chan, K Segl
Remote Sensing 8 (3), 172, 2016
472016
Multiple endmember unmixing of CHRIS/Proba imagery for mapping impervious surfaces in urban and suburban environments
L Demarchi, F Canters, JCW Chan, T Van de Voorde
IEEE Transactions on Geoscience and Remote Sensing 50 (9), 3409-3424, 2012
462012
Hyperspectral image classification using two-channel deep convolutional neural network
J Yang, Y Zhao, JCW Chan, C Yi
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
452016
Random forest regression for online capacity estimation of lithium-ion batteries
Y Li, C Zou, M Berecibar, E Nanini-Maury, JCW Chan, P van den Bossche, ...
Applied energy 232, 197-210, 2018
402018
Hyperspectral images classification based on dense convolutional networks with spectral-wise attention mechanism
B Fang, Y Li, H Zhang, JCW Chan
Remote Sensing 11 (2), 159, 2019
352019
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