Jonathan Cheung-Wai Chan
Orcid: 0000-0002-3741-1124
According to our database1,
Jonathan Cheung-Wai Chan
authored at least 91 papers
between 2001 and 2024.
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Bibliography
2024
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Laplacian Pyramid Fusion Network With Hierarchical Guidance for Infrared and Visible Image Fusion.
IEEE Trans. Circuits Syst. Video Technol., September, 2023
Spectral Super-Resolution Based on Dictionary Optimization Learning via Spectral Library.
IEEE Trans. Geosci. Remote. Sens., 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022
When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion.
IEEE Trans. Cybern., 2022
An Illumination-Invariant Shadow-Based Scene Matching Navigation Approach in Low-Altitude Flight.
Remote. Sens., 2022
Hyperspectral Image Restoration via Spatial-Spectral Residual Total Variation Regularized Low-Rank Tensor Decomposition.
Remote. Sens., 2022
2021
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2021
Robust Background Feature Extraction Through Homogeneous Region-Based Joint Sparse Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2021
Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2021
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images.
IEEE Trans. Computational Imaging, 2021
Archetypal Analysis and Structured Sparse Representation for Hyperspectral Anomaly Detection.
Remote. Sens., 2021
SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced Hyperspectral Data Classification.
Remote. Sens., 2021
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.
Remote. Sens., 2021
Remote. Sens., 2021
Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 2021
Neurocomputing, 2021
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Thick Cloud Removal With Optical and SAR Imagery via Convolutional-Mapping-Deconvolutional Network.
IEEE Trans. Geosci. Remote. Sens., 2020
Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints.
Remote. Sens., 2020
Hyperspectral Anomaly Detection via Graph Dictionary-Based Low Rank Decomposition with Texture Feature Extraction.
Remote. Sens., 2020
Remote. Sens., 2020
Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping.
Remote. Sens., 2020
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging.
CoRR, 2020
Hyperspectral Anomaly Detection Through Sparse Representation With Tensor Decomposition-Based Dictionary Construction and Adaptive Weighting.
IEEE Access, 2020
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020
Full-Time Monocular Road Detection Using Zero-Distribution Prior of Angle of Polarization.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Spectral Super-Resolution for Multispectral Image Based on Spectral Improvement Strategy and Spatial Preservation Strategy.
IEEE Trans. Geosci. Remote. Sens., 2019
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2019
Remote. Sens., 2019
Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction.
Remote. Sens., 2019
Going Deeper with Densely Connected Convolutional Neural Networks for Multispectral Pansharpening.
Remote. Sens., 2019
Hyperspectral Image Denoising Using Global Weighted Tensor Norm Minimum and Nonlocal Low-Rank Approximation.
Remote. Sens., 2019
Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism.
Remote. Sens., 2019
Inf. Sci., 2019
Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction.
Inf. Sci., 2019
Spectral Super-Resolution for Multispectral Image Based on Spectral and Spatial Strategies.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Hyperspectral Image Super-Resolution Based on Multi-Scale Wavelet 3D Convolutional Neural Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Hyperspectral Image Super-Resolution Based on Spatial and Spectral Correlation Fusion.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Signal Process. Image Commun., 2018
Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network.
Remote. Sens., 2018
Semi-Supervised Deep Learning Classification for Hyperspectral Image Based on Dual-Strategy Sample Selection.
Remote. Sens., 2018
Robust long-term correlation tracking using convolutional features and detection proposals.
Neurocomputing, 2018
IEEE Access, 2018
Hyperspectral Imagery Denoising Using Multi-Linear Weighted Nuclear Norm Minimization.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning.
Remote. Sens., 2017
Image Fusion for Spatial Enhancement of Hyperspectral Image via Pixel Group Based Non-Local Sparse Representation.
Remote. Sens., 2017
2016
Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2016
Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images.
Remote. Sens., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Mapping land covers of brussels capital region using spatially enhanced hyperspectral images.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Hyperspectral image classification using two-channel deep convolutional neural network.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Impact of Environmental Factors on the Spectral Characteristics of Lava Surfaces: Field Spectrometry of Basaltic Lava Flows on Tenerife, Canary Islands, Spain.
Remote. Sens., 2015
2014
Robust Locally Weighted Regression for Superresolution Enhancement of Multi-Angle Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Hyperspectral Imagery Super-Resolution by Spatial-Spectral Joint Nonlocal Similarity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A new procedure for identifying single trees in understory layer using discrete LiDAR data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Forest species and biomass estimation using airborne laser scanning and hyperspectral images.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
2012
Multiple Endmember Unmixing of CHRIS/Proba Imagery for Mapping Impervious Surfaces in Urban and Suburban Environments.
IEEE Trans. Geosci. Remote. Sens., 2012
An Operational Superresolution Approach for Multi-Temporal and Multi-Angle Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
An evaluation of ensemble classifiers for mapping Natura 2000 heathland in Belgium using spaceborne angular hyperspectral (CHRIS/Proba) imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2012
Superresolution reconstruction of hyperspectral remote sensing imagery using constrained optimization of POCS.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Combined spatial point pattern analysis and remote sensing for assessing landmine affected areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Preliminary validation of a method for simulating hyperspectral bands from multispectral images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Preliminary Results of Superresolution-Enhanced Angular Hyperspectral (CHRIS/Proba) Images for Land-Cover Classification.
IEEE Geosci. Remote. Sens. Lett., 2011
Mapping natura 2000 heathland in Belgium - an evaluation of ensemble classifiers for spaceborne angular CHRIS/Proba imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
Superresolution Enhancement of Hyperspectral CHRIS/Proba Images With a Thin-Plate Spline Nonrigid Transform Model.
IEEE Trans. Geosci. Remote. Sens., 2010
Mapping sealed surfaces from CHRIS/Proba data: A multiple endmember unmixing approach.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
2009
Estimation of Accumulation Area Ratio of a Glacier from Multitemporal Satellite Images using Spectral Unmixing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Improved Classification of VHR Images of Urban Areas Using Directional Morphological Profiles.
IEEE Trans. Geosci. Remote. Sens., 2008
An Evaluation of Ecotope Classification using Superresolution Images Derived from Chris/Proba Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Binary Classification Strategies for Mapping Urban Land Cover with Ensemble Classifiers.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Potential problems with using reconstruction in morphological profiles for classification of remote sensing images from urban areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2001
Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting.
IEEE Trans. Geosci. Remote. Sens., 2001
Improved Recognition of Spectrally Mixed Land Cover Classes Using Spatial Textures and Voting Classifications.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001