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Journal Publications

2020

B. Fang, Y. Li, H. Zhang and J. C-W Chan, “Collaborative learning of lightweight convolutional neural network and deep clustering for hyperspectral image semi-supervised classification with limited training samples,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 161, pp. 164-178, 2020.

C. Yi, Y. Zhao, J. C-W Chan and S. G. Kong, “Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints,” Remote Sensing, vol. 12, no. 6, 2020.

Q. Liu, L. Xiao, J. Yang and J. C-W Chan, “Content-Guided Convolutional Neural Network for Hyperspectral Image Classification,” IEEE Transactions on Geoscience and Remote Sensing, Mar. 2020.

X. Kong, Y. Zhao, J. Xue, J. C-W Chan and S. G. Kong, “Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping,” Remote Sensing, vol. 12, no. 4, Feb. 2020.

Y. Bu, Y. Zhao, J. Xue, J. C-W Chan, S. G. Kong, C. Yi, J. Wen and B. Wang, “Hyperspectral and Multispectral Image Fusion via Graph Laplacian Guided Coupled Tenor Decomposition,” IEEE Transactions on Geoscience and Remote Sensing, 2020.

Y. Li and J. C-W Chan, “Thick Cloud Removal with Optical and SAR Imagery via Convolutional-Mapping -Deconvolutional Network,” IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 4, pp. 2865-2879, Apr. 2020.

Y. Yang, S. Song, D. Liu, J. C-W Chan, J. Li and J. Zhang, “Hyperspectral Anomaly Detection through Sparse Representation with Tensor Decomposition-based Dictionary Construction and Adaptive Weighting,” IEEE Access, vol. 8, pp. 72121-72137, 2020.

2019

B. Fang, Y. Li, H. Zhang and J. C-W Chan, “Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism,” Remote Sensing, vol. 11, no. 2, Jan. 2019.

C. Yi, Y. Zhao and J. C-W Chan, “Spectral super-resolution for multispectral image based on spectral improvement strategy and spatial preservation strategy,” IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 11, pp. 9010-9024, Nov. 2019.

D. Wang, Y. Li and J. C-W Chan, “Going Deeper with Densely Connected Convolutional Neural Networks for Multispectral Pansharpening,” Remote Sensing, vol. 11, no. 22, 2019.

J. Xue, Y. Zhao, W. Liao and J. C-W Chan, “Hyper-Laplacian Regularized Nonlocal Low-rank Matrix Recovery for Hyperspectral Image Compressive Sensing Reconstruction,” Information Sciences, vol. 501, pp. 406-420, Oct. 2019.

J. Xue, Y. Zhao, W. Liao and J. C-W Chan, “Nonconvex Tensor Rank Minimization and Its Applications to Tensor Recovery,” Information Sciences, vol. 503, pp. 109-128, Nov. 2019.

J. Xue, Y. Zhao, W. Liao and J. C-W Chan, “Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising,” IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 7, pp. 5174-5189, Jul. 2019.

J. Xue, Y. Zhao, W. Liao and J. C-W Chan, “Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction,” Remote Sensing, vol. 11, no. 2, 2019.

J. Xue, Y. Zhao, W. Liao, J. C-W Chan and S. G. Kong, “Enhanced Sparsity Prior Model for Low-rank Tensor Completion,” IEEE Transactions on Neural Networks and Learning Systems, pp. 1-15, Dec. 2019.

J. Yang, Y. Zhao, J. C-W Chan and L. Xiao, “Multi-Scale Wavelet 3D-CNN Based Hyperspectral Image Super-Resolution,” Remote Sensing, vol. 11, no. 13, Jul. 2019.

L. Guanter, M. Brell, J. C-W Chan, C. Giardino, J. Gomez-Dans, C. Mielke, F. Morsdorf, K. Segl and N. Yokoya, “Synergies of Spaceborne Imaging Spectroscopy with Other Remote Sensing Approaches,” Surveys in Geophysics, vol. 40, no. 3, pp. 657-687, May. 2019.

M. Brach, J. C-W Chan and P. Szymanski, “Accuracy Assessment of Different Photogrammetric Software for Processing Data from Low-Cost UAV Platforms in Forest Conditions,” IForest, vol. 12, no. 5, pp. 435-441, Oct. 2019.

X. Kong, Y. Zhao and J. C-W Chan, “Hyperspectral Image Denoising Using Global Weighted Tensor Norm Minimum and Nonlocal Low-Rank Approximation,” Remote Sensing, vol. 11, no. 19, Oct. 2019.

Y. Li, J. C-W Chan and D. Chen, “Thin Cloud Removal with Residual Symmetrical Concatenation Network,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 153, pp. 137-150, Jul. 2019.

2018

B. Fang, Y. Li, H. Zhang and J. C-W Chan, “Semi-Supervised Deep Learning Classification for Hyperspectral Image Based on Dual-Strategy Sample Selection,” Remote Sensing, vol. 10, no. 4, pp. 1-23, Apr. 2018.

B. Lin, Y. Li, X. Xue and J. C-W Chan, “Robust Long-term Correlation Tracking using Convolutional Features and Detection Proposals,” Neurocomputing, vol. 317, pp. 137-148, Nov. 2018.

C. Yi, Y. Zhao and J. C-W Chan, “Hyperspectral Image Super-Resolution Based on Spatial and Spectral Correlation Fusion,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 7, pp. 4165-4177, Jul. 2018.

J. Xue, Y. Zhao, W. Liao and J. C-W Chan, “Total Variation and Rank-1 Constraint RPCA for Background Subtraction,” IEEE Access, vol. 6, pp. 49955 - 49966, Sep. 2018.

J. Yang, Y. Zhao and J. C-W Chan, “Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network,” Remote Sensing, vol. 10, no. 5, May. 2018.

L. Li, Y. Zhao, J. Sun, R. Stolkin, Q. Pan, J. C-W Chan, S. G. Kong and Z. Liu, “Deformable Dictionary Learning for SAR Image Change Detection,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 8, pp. 4605-4617, Aug. 2018.

L. Shen, Y. Zhao, Q. Peng, J. C-W Chan and S. G. Kong, “An Iterative Image Dehazing Method with Polarization,” IEEE Transactions on Multimedia, vol. 21, no. 5, pp. 1093-1107, Sep. 2018.

Y. Li, C. Zou, M. Berecibar, E. Nanini-Maury, J. C-W Chan, P. Van den Bossche, J. Van Mierlo and N. Omar, “Random forest regression for online capacity estimation of lithium-ion batteries,” Applied Energy, vol. 232, pp. 197-210, Oct. 2018.

Y. Li, F. Cui, X. Xue and J. C-W Chan, “Coarse-to-fine salient object detection based on deep convolutional neural networks,” Signal Processing: Image Communication, vol. 64, pp. 21-32, May. 2018.

Y. Zhao, M. Wang, G. Yang and J. C-W Chan, “FOV Expansion of Bio-Inspired Multiband Polarimetric Imagers with Convolutional Neural Networks,” IEEE Photonics Journal, vol. 10, no. 1, pp. 1-14, 2018.

2017

C. Yi, Y. Zhao, J. Yang, J. C-W Chan and S. G. Kong, “Joint Hyperspectral Super-Resolution and Unmixing with Interactive Feedback,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 7, pp. 3823-3834, Jul. 2017.

J. Yang, Y. Li, J. C-W Chan and Q. Shen, “Image Fusion for Spatial Enhancement of Hyperspectral Image via Pixel Group Based Non-Local Sparse Representation,” Remote Sensing, vol. 9, no. 1, Jan. 2017.

J. Yang, Y. Zhao and J. C-W Chan, “Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 8, pp. 4729-4742, Aug. 2017.

J. Yang, Y. Zhao, C. Yi and J. C-W Chan, “No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning,” Remote Sensing, vol. 9, no. 4, pp. 24, Apr. 2017.

M. Reda, Y. Zhao and J. C-W Chan, “Polarization Guided Auto-Regressive Model for Depth Recovery,” IEEE Photonics Journal, vol. 9, no. 3, pp. 1-16, Jun. 2017.

2016

J. Yang, Y. Zhao, J. C-W Chan and S. G. Kong, “Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image,” IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no. 3, pp. 1818-1833, Feb. 2016.

K. Kandare, H. Ole Orka, J. C-W Chan and M. Dalponte, “Effects of forest structure and airborne laser scanning point cloud density on 3D delineation of individual tree crowns,” European Journal of Remote Sensing, vol. 49, pp. 337-359, Aug. 2016.

N. Yokoya, J. C-W Chan and K. Segl, “Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images: Special Issue The Environmental Mapping and Analysis Program (EnMAP) Mission: Preparing for Its Scientific Exploitation,” Remote Sensing, vol. 8, no. 3, pp. 1-18, Feb. 2016.

2015

L. Li, C. Solana, F. Canters, J. C-W Chan and M. Kervyn De Meerendre, “Impact of environmental factors on the spectral characteristics of lava surfaces: field spectrometry of basaltic lava flows on Tenerife, Canary Islands, Spain,” Remote Sensing, vol. 7, no. 12, pp. 16986-17012, Dec. 2015.

2014

G. Vaglio-Laurin, J. C-W Chan, Q. Chen, J. Lindsell, D. Coomes, L. Guerriero, F. Del Frate, F. Miglietta and R. Valentini, “Biodiversity mapping in a tropical West African forest with airborne hyperspectral data,” PLoS ONE, vol. 9, no. 6, pp. 6, Jun. 2014.

J. Ma, J. C-W Chan and F. Canters, “Robust locally weighted regression for supperresolution enhancement of multi-angle remote sensing imagery,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 4, pp. 1357-1371, Apr. 2014.

L. Demarchi, F. Canters, C. Cariou, G. Licciardi and J. C-W Chan, “Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 87, pp. 166-179, Jan. 2014.

2013

Y. Zhao, J. Yang and J. C-W Chan, “Hyperspectral Imagery Super-Resolution by Spatial-Spectral Joint Nonlocal Similarity,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, no. 99, pp. 1, Dec. 2013.

2012

J. C-W Chan, P. Beckers, T. Spanhove and J. Vanden Borre, “An evaluation of ensemble classifiers for mapping Natura 2000 heathland in Belgium using spaceborne angular hyperspectral (CHRIS/Proba) imagery,” International Journal of Applied Earth Observation and Geoinformation, vol. 18, pp. 13-22, Aug. 2012.

E. Ampe, I. Vanhamel, E. Salvadore, J. Dams, I. Bashir, L. Demarchi, J. C-W Chan, H. Sahli, F. Canters and O. Batelaan, “Impact of Urban Land-Cover Classification on Groundwater Recharge Uncertainty,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5, no. 6, pp. 1859-1867, Aug. 2012.

J. Ma, J. C-W Chan and F. Canters, “An operational superresolution approach for multi-temporal and multi-angle remotely sensed imagery,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5, no. 1, pp. 110-124, Feb. 2012.

L. Demarchi, J. C-W Chan, J. Ma and F. Canters, “Mapping impervious surfaces from superresolution enhanced CHRIS/Proba imagery using multiple endmember unmixing,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 72, pp. 99-112, May. 2012.

L. Demarchi, F. Canters, J. C-W Chan and T. Van De Voorde, “Multiple endmember unmixing of CHRIS/Proba imagery for mapping impervious surfaces in urban and suburban environments,” IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 9, pp. 3409-3424, 2012.

2011

J. C-W Chan, J. Ma, T. Van De Voorde and F. Canters, “Preliminary results of superresolution enhanced angular hyperspectral (CHRIS/Proba) images for land cover classification,” IEEE Geoscience and Remote Sensing Letters, vol. 8, pp. 1011-1015, Jun. 2011.

J. C-W Chan, R. Wil Merken and N. Koedam, “Long term monitoring of wetlands along the Western-Greek bird migration route using Landsat and ASTER satellite images: Amvrakikos Gulf (Greece),” Journal for Nature Conservation, vol. 19, no. 4, pp. 215-223, Apr. 2011.

F. Chen, J. Ma, J. C-W Chan and D. Yan, “Quantitative measurement for the homogeneity and contrast of the step edges in satellite image point spread function estimation,” International Journal of Remote Sensing, vol. 32, no. 22, pp. 7179-7201, Oct. 2011.

2010

J. C-W Chan, J. Ma, P. Kempeneers and F. Canters, “Superresolution enhancement of hyperspectral CHRIS/Proba images with a Thin Plate Spine non-rigid transform model,” IEEE Transactions on Geoscience and Remote Sensing, vol. 48, pp. 2569-2579, Jun. 2010.

J. Ma, J. C-W Chan and F. Canters, “Fully automatic subpixel image registration of multiangle CHRIS/Proba data,” IEEE Transactions on Geoscience and Remote Sensing, vol. 48, pp. 2829-2839, Jul. 2010.

2009

J. C-W Chan, R. Bellens, F. Canters and S. Gautama, “An assessment of geometric activities features for classification of urban man-made objects using meter resolution imagery,” Photogrammetric Engineering and Remote Sensing, vol. 75, no. 4, pp. 397-412, Apr. 2009.

2008

J. C-W Chan and D. Paelinckx, “Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery,” Remote Sensing of Environment, vol. 112, pp. 2999-3011, Jun. 2008.

R. Bellens, S. Gautama, L. Martinez-Fonte, W. Philips, J. C-W Chan and F. Canters, “Improved classification of VHR images of urban areas using directional morphological profiles,” IEEE Transactions on Geoscience and Remote Sensing, vol. 46, no. 10, Part 1, pp. 2803-2813, Oct. 2008.

2005

F. Dahdouhguebas, E. Van Hiel, J. C-W Chan, L. Pupukkittige Jayatissa and N. Koedam, “Qualitative distinction of congeneric and introgressive mangrove species in mixed patchy forest assemblages using high spatial resolution remotely sensed imagery (IKONOS),” Systematics and Biodiversity, vol. 2, no. 2, pp. 113-119, 2005.

2003

J. C-W Chan, N. Laporte and R. Defries, “Texture Classification of Logging in Tropical Africa Using Machine Learning Algorithms,” International Journal of Remote Sensing, vol. 24, pp. 1401-1407, 2003.

2001

J. C-W Chan, C. Huang and R. Defries, “Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting,” IEEE Transactions on Geoscience and Remote Sensing, vol. 39, pp. 693-695, 2001.

J. C-W Chan, K. Chan and A. Yeh, “Detecting the nature of change in an urban environment - a comparison of machine learning algorithms,” Photogrammetric Engineering and Remote Sensing, vol. 67, pp. 213-225, 2001.

2000

R. Defries and J. C-W Chan, “Multiple criteria for evaluating machine learning algorithms for land cover classification from satellite data,” Remote Sensing of Environment, vol. 74, pp. 503-515, 2000.

Conference Publications

2016

J. Yang, Y. Zhao, J. C-W Chan and C. Yi, “Hyperspectral image classification using two-channel deep convolutional neural network,” in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, 2016, pp. 4.

2013

J. C-W Chan, M. Dalponte, L. Ene, L. Frizzera, F. Miglietta and D. Gianelle, “FOREST SPECIES AND BIOMASS ESTIMATION USING AIRBORNE LASER SCANNING AND HYPERSPECTRAL IMAGES,” in 5th Whorkshop on Hyperspectral Image and Signal processing: Evolution in Remote Sensing, Jul. 2013, pp. 4.

2012

J. C-W Chan, A. Alegria, M. Veratelli, M. Folegani and H. Sahli, “Combined spatial point pattern analysis and remote sensing for assessing landmine affected areas,” in 2012 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Jul. 2012, pp. 4.

L. Demarchi, E. Ampe, F. Canters, J. C-W Chan, J. Dujardin, I. Bashir and O. Batelaan, “Use of land-cover fractions obtained from multiple endmember unmixing of CHRIS/Proba imagery for distributed runoff estimation,” in 32nd EARSeL Symposium Proceedings, Advances in Geosciences, 2012, pp. 10.

V. Cosmin Lazar, L. Demarchi, D. Frederik Steenhoff, J. C-W Chan, A. Nowé and H. Sahli, “Local Linear Spectral Unmixing via Cluster Analysis and Non-Negative Matrix Factorization for Hyperspectral (Chris/Proba) Imagery,” in 2012 IEEE International Geoscience and Remote Sensing Symposium, IEEE, 2012, pp. 4.

2011

J. C-W Chan, P. Beckers, F. Canters, T. Spanhove, J. Vanden Borre and D. Paelinckx, “Mapping Natura 2000 heathland in Belgium - An evaluation of ensemble classifiers for spaceborne angular CHRIS/Proba imagery,” in Proceedings of IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, Canada, 24 29 July, 2011, IEEE, 2011, pp. 4.

E. Ampe, I. Vanhamel, L. Demarchi, J. C-W Chan, F. Canters and O. Batelaan, “Comparison of two classification techniques for urban impervious surface mapping and the impact on simulated recharge,” in 7th EARSeL Workshop of the Special Interest Group in Imaging Spectroscopy, 11-13 April 2011, Edinburgh, 2011.

E. Salvadore, L. Demarchi, A. T'sas, J. Chormanski, J. C-W Chan, L. Bertels, F. Canters, L. Triest, J. Bronders and O. Batelaan, “Improving urban characterization using hyperspectral remote sensing (Woluwe-Brussels),”, 2011, pp. 1-1.

2010

J. C-W Chan, T. Spanhove, J. Ma, J. Vanden Borre, D. Paelinckx and F. Canters, “Natura 2000 habitat identification and conservation status assessment with superresolution enhanced (CHRIS/Proba) imagery,”, 2010, pp. 6.

L. Demarchi, F. Canters, J. C-W Chan and T. Van De Voorde, “Mapping sealed surfaces from CHRIS/Proba data: a multiple endmember unmixing approach,” in Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), IEEE, Jun. 2010, pp. 4.

2009

J. C-W Chan, J. Ma and F. Canters, “Superresolution enhancement for temporal hyperspectral-oriented data sets,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE, 2009, pp. 4.

J. C-W Chan, J. Ma, L. Demarchi, T. Van De Voorde and F. Canters, “Use of superresolution enhanced CHRIS/Proba images for land-cover classification and spectral unmixing,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Mar. 2009.

J. Ma, J. C-W Chan and F. Canters, “Automatic image registration of multi-angle imagery for CHRIS/PROBA,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2009.

2008

J. C-W Chan, J. Ma and F. Canters, “A comparison of superresolution reconstruction methods for multi-angle CHRIS/Proba images,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Oct. 2008, pp. 11.

J. C-W Chan, J. Ma, F. Canters, P. Kempeneers, J. Vanden Borre and D. Paelinckx, “AN EVALUATION OF ECOTOPE CLASSIFICATION USING SUPERRESOLUTION IMAGES DERIVED FROM CHRIS/PROBA DATA,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Aug. 2008, pp. 4.

J. C-W Chan, L. Demarchi, T. Van De Voorde and F. Canters, “BINARY CLASSIFICATION STRATEGIES FOR MAPPING URBAN LAND COVER WITH ENSEMBLE CLASSIFIERS,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Aug. 2008, pp. 4.

P. Claeys, J. C-W Chan and R. Dujardin, “The Luizi structure: remote sensing study of a possible impact crater in Central Africa,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2008.

2007

J. C-W Chan and F. Canters, “ENSEMBLE CLASSIFIERS FOR HYPERSPECTRAL CLASSIFICATION,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, European Association of Remote Sensing Laboratories, Apr. 2007.

R. Bellens, L. Martinez-Fonte, S. Gautama, J. C-W Chan and F. Canters, “Potential problems with using reconstruction in morphological profiles for classification of remote sensing images from urban areas,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE, Oct. 2007, pp. 4.

T. De Roeck, J. C-W Chan and F. Canters, “Performance of different learning algorithms for object-based mapping of urban land cover using high-resolution satellite imagery,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2007.

2005

J. C-W Chan, H. Sahli and Y. Wang, “Semantic risk estimation of suspected minefields based on spatial relationships analysis of minefield indicators from multilevel remote sensing imagery,”, 2005, pp. 1071-1079.

2004

J. C-W Chan, I. Vanhamel and M. Suliga, “Scale selection of multiscale image diffusion using probabilistic methods,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, International Geoscience and Remote Sensing Symposium, 21-25 July, Vol. 3, pp. 1811-1813, Toulouse, France, May. 2004, pp. 3.

A. Katartzis, I. Vanhamel, J. C-W Chan and H. Sahli, “Remote sensing minefield area reduction: Model-based approaches for the extraction of minefield indicators,”, 2004.

2002

J. C-W Chan, H. Sahli and J. Cornelis, “Multispectral analysis of temporal thermal behavior of anti-personnel mines using principal component and textural transformations,” in The Fifth International Symposium on Technology and the Mine Problem, April 21-25, 2002, Naval Postgraduate School, Monterey, CA 93943, The Fifth International Symposium on Technology and the Mine Problem, April 21-25 2002, pp. 221-229, Naval Postgraduate School, Monterey, CA 93943, 2002, pp. 9.

Book Publications

2020

J. Yang, Y. Zhao and J. C-W Chan, “Hyperspectral-Multispectral Image Fusion Enhancement Based on Deep Learning,” in Hyperspectral Image Analysis - Advances in Machine Learning and Signal Processing, Springer, 2020.

Reports

2011

B. Haest, S. Delalieux, B. Deronde, D. Paelinckx, S. Provoost, G. De Blust, W. Huybrechts, J. Vanden Borre, T. Spanhove, F. Canters, J. C-W Chan, J. Ma, P. Scheunders, K. Hufkens, G. Thoonen, S. Mücher, L. Kooistra and B. Chuma, “A classification framework for habitat status reporting with remote sensing methods (HABISTAT): Final Report, Belgian Science Policy, Research Programme for Earth Observation (STEREO II), contract SR/00/103,”, Flemish Institute for Technological Research, 2011.

2010

O. Batelaan, F. Canters, J. C-W Chan, H. Sahli, I. Vanhamel and L. Triest, “Hyperspectral remote sensing for environment and water management (HYPERENV): Intermediate Report and Project Extension Proposal, Research Council, Vrije Universiteit Brussel,”, Vrije Universiteit Brussel, 2010.

T. Van De Voorde, F. Canters and J. C-W Chan, “Mapping update and analysis of the evolution of non-built (green) spaces in the Brussels Capital Region (ActuaEvol/09): Final Report, Brussels Instituut voor Milieubeheer (BIM),”, Vrije Universiteit Brussel, 2010.

2008

J. Ma, J. C-W Chan and F. Canters, “A comprehensive review of superresolution image reconstruction methods - application on multi-angular hyperspectral satellite images,”, Dec. 2008.

L. Demarchi, J. C-W Chan, J. Ma and F. Canters, “Field Campaign 2008 - an investigation of spectral profiles deriving from CHRIS/Proba imagery,”, Dec. 2008.

2007

T. Van De Voorde, L. Demarchi, J. C-W Chan and F. Canters, “IDAS- Intelligente Data-integratie services voor Actualisatie van Spatiale Data. WP3. Karakterisatie van beeldclassificatie,”, Dec. 2007.

2006

J. C-W Chan, R. Bellens, S. Gautama and F. Canters, “Detecting man-made structures in urban areas using multi-spectral and geometric classification methods,”, Jul. 2006.

2005

J. C-W Chan and D. Paelinckx, “Application of Machine Learning Techniques for Ecotope Classification based on Hyperspectral Images,”, Oct. 2005.

Other Publications

2010

A. T'sas, E. Salvadore, O. Batelaan, B. Verbeiren, T. Palmans, J. C-W Chan, L. Demarchi, H. Sahli, I. Vanhamel and L. Triest, “Cyanobacterial, algal and macrophytic reflectances from shallow urban ponds using a RAMSES-ARC spectroradiometer (Woluwe-Brussels),” in Proceedings of the Hyperspectral 2010 Workshop: from CHRIS/Proba to PRISMA & EnMAP and beyond, ESA-ESRIN, 17-19 March, Frascati, Italy, 2010.

2008

R. Lagring, F. Mpazigou, N. Koedam and J. C-W Chan, “Monitoring wetlands along the ‘Western-Greek Bird Migration Route’. Spatio-temporal change detection using remote sensing and GIS in Logarou Lagoon, Western Greece: a pilot study,” in 6th European Conference on Ecological Restoration, 8-12 September 2008, Ghent, Begium, 2008.