Jonathan Cheung-Wai Chan

vrije universiteit brussel

45H指数

176论文数

7.2K被引数

收录论文 53

发表时间

Robust geo-sparse and graph-fusion tensor learning for incomplete multi-view clustering 鲁棒性的地理稀疏和图融合张量学习方法用于不完整多视图聚类

Information Fusion

IF15.5

2026-08-19

PREAI

Runzong Dong; Jize Xue; Yongqiang Zhao; Tongle Wu; Ying Liu; Jonathan Cheung-Wai Chan

Satellite-based species-level monitoring of mangrove phenology and climate responses using EVI and lagged environmental correlations (2013-2024)基于卫星的物种水平红树林物候及气候响应监测（2013-2024年）利用增强植被指数和滞后环境相关性

International Journal of Remote Sensing

IF2.6

2026-02-01

PREAI

Koedsin, Werapong; Pinkaew, Surachet; Chan, Jonathan Cheung-Wai; Ritchie, Raymond J.; Huete, Alfredo

Large-scale mangrove mapping in Thailand using multi-sensor ensemble machine learning with Sentinel-1/2 and SRTM data 使用多传感器集成机器学习方法结合Sentinel-1/2和SRTM数据对泰国进行大规模红树林制图

Remote Sensing Applications: Society and Environment

IF0

2025-09-29

PREAI

Surachet Pinkeaw; Werapong Koedsin; Jonathan Cheung-Wai Chan; Alfredo Huete

Hyperspectral and multispectral image fusion: When model-driven meet data-driven strategies 高光谱和多光谱图像融合: 当模型驱动满足数据驱动策略时

INFORMATION FUSION

IF15.5

2025-04-01

PREAI

Yan, Hao-Fang; Zhao, Yong-Qiang; Chan, Jonathan Cheung-Wai; Kong, Seong G.; EI-Bendary, Nashwa; Reda, Mohamed

Transductive gradient injection for improved hyperspectral image denoising 基于半监督的梯度注入方法提升高光谱图像去噪效果

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-03-01

PREAI

Bu, Yuanyang; Zhao, Yongqiang; Xue, Jize; Kong, Seong G.; Yao, Jiaxin; Chan, Jonathan Cheung-Wai; Liu, Pan; Zhang, Xun

Unsupervised Deep Tensor Network for Hyperspectral-Multispectral Image Fusion 用于高光谱-多光谱图像融合的无监督深度张量网络

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-09-01

PREAI

Yang, Jingxiang; Xiao, Liang; Zhao, Yong-Qiang; Chan, Jonathan Cheung-Wai

Transferable Multiple Subspace Learning for Hyperspectral Image Super-Resolution 高光谱图像超分辨率的可转移多子空间学习

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Bu, Yuanyang; Zhao, Yongqiang; Xue, Jize; Yao, Jiaxin; Chan, Jonathan Cheung-Wai

Rapid Hyperspectral Anomaly Detection Using Discriminative Band Selection

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Yan, Hao-Fang; Zhao, Yong-Qiang; Chan, Jonathan Cheung-Wai; Kong, Seong G.

Transformed Structured Sparsity With Smoothness for Hyperspectral Image Deblurring

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

PREAI

Hao, Jinglei; Xue, Jize; Zhao, Yongqiang; Chan, Jonathan Cheung-Wai

Spectral Super-Resolution Based on Dictionary Optimization Learning via Spectral Library

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Yan, Hao-Fang; Zhao, Yong-Qiang; Chan, Jonathan Cheung-Wai; Kong, Seong G.

When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2022-12-01

PREAI

Xue, Jize; Zhao, Yongqiang; Bu, Yuanyang; Chan, Jonathan Cheung-Wai; Kong, Seong G.

Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion 基于多层稀疏性的低秩张量补全张量分解

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-11-01

130

OAAI

Xue, Jize; Zhao, Yongqiang; Huang, Shaoguang; Liao, Wenzhi; Chan, Jonathan Cheung-Wai; Kong, Seong G.

Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion 高光谱-多光谱图像融合中具有注意深度先验的变分正则化网络

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

PREAI

Yang, Jingxiang; Xiao, Liang; Zhao, Yong-Qiang; Chan, Jonathan Cheung-Wai

Histograms of oriented mosaic gradients for snapshot spectral image description

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2022-01-01

PREAI

Chen, Lulu; Zhao, Yongqiang; Chan, Jonathan Cheung-Wai; Kong, Seong G.

Illumination-invariant road detection and tracking using LWIR polarization characteristics 基于LWIR偏振特性的照度不变道路检测与跟踪

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2021-10-01

PREAI

Li, Ning; Zhao, Yongqiang; Pan, Quan; Kong, Seong G.; Chan, Jonathan Cheung-Wai

Robust Background Feature Extraction Through Homogeneous Region-Based Joint Sparse Representation for Hyperspectral Anomaly Detection 基于均匀区域联合稀疏表示的高光谱异常检测背景特征提取

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2021-10-01

PREAI

Yang, Yixin; Song, Shangzhen; Liu, Delian; Zhang, Jianqi; Chan, Jonathan Cheung-Wai

Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution 用于高光谱图像超分辨率的混合局部和非局部3-D关注CNN

ieee geoscience and remote sensing magazine

IF4.4

2021-07-01

OAAI

Yang, Jingxiang; Xiao, Liang; Zhao, Yong-Qiang; Chan, Jonathan Cheung-Wai

Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2021-01-01

137

PREAI

Xue, Jize; Zhao, Yong-Qiang; Bu, Yuanyang; Liao, Wenzhi; Chan, Jonathan Cheung-Wai; Philips, Wilfried

Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2021-01-01

PREAI

Bu, Yuanyang; Zhao, Yongqiang; Xue, Jize; Chan, Jonathan Cheung-Wai; Kong, Seong G.; Yi, Chen; Wen, Jinhuan; Wang, Binglu

Automatic depression recognition using CNN with attention mechanism from videos

NEUROCOMPUTING

IF6.5

2021-01-01

OAAI

He, Lang; Chan, Jonathan Cheung-Wai; Wang, Zhongmin

研究方向