Jonathan Cheung-Wai Chan

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

Jonathan Cheung-Wai Chan, Desiré Paelinckx · Remote Sensing of Environment · 2008 · 841 citations

Hyperspectral Imaging, Environmental Monitoring, Airborne Hyperspectral Imagery +12

Random forest regression for online capacity estimation of lithium-ion batteries

Yi Li, Changfu Zou, Maitane Berecibar et al. · Applied Energy · 2018 · 677 citations

Electric Battery, Engineering, Data Science +9

Learning and Transferring Deep Joint Spectral–Spatial Features for Hyperspectral Classification

Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 472 citations

Convolutional Neural Network, Image Classification, Image Analysis +14

Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network

Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan · Remote Sensing · 2018 · 211 citations · Full text

High Resolution, Engineering, Machine Learning +19

Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising

Jize Xue, Yongqiang Zhao, Wenzhi Liao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 208 citations

Intrinsic Gcs, Sparse Representation, Image Analysis +11