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 · 853 citations

Natural Sciences, Earth Sciences, Geoinformatics +15

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

Yi Li, Changfu Zou, Maitane Berecibar et al. · Applied Energy · 2018 · 719 citations

Computing, Data Science, Machine Learning +14

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 · 475 citations

Computing, Computer Science, Computer Vision +16

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

Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan · Remote Sensing · 2018 · 214 citations · Full text

Computing, Earth Sciences, Computer Vision +16

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 · 210 citations

Computing, Earth Sciences, Biomedical Imaging +16