Jie Chen

Most-cited papers

Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution
H. W. F. Yeung, Jun-Hui Hou, Xiao-Ming Chen, Jie Chen +2 more
2019IEEE Transactions on Image Processing216 citations
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Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework
Jie Chen, Cheen-Hau Tan, Jun-Hui Hou, Lap-Pui Chau +1 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition198 citations Open access
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Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
Jing Jin, Jun-Hui Hou, Jie Chen, S. Kwong
2020Computer Vision and Pattern Recognition163 citations Open access
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Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues
H. W. F. Yeung, Jun-Hui Hou, Jie Chen, Yuk-Ying Chung +1 more
2018European Conference on Computer Vision159 citations
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Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions
Jie Chen, Jun-Hui Hou, Yun Ni, Lap-Pui Chau
2017IEEE Transactions on Image Processing122 citations Open access
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Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion
Jing Jin, Jun-Hui Hou, Jie Chen, H. Zeng +2 more
2019IEEE Transactions on Pattern Analysis and Machine Intelligence108 citations Open access
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A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes
Jie Chen, Lap-Pui Chau
2014IEEE Transactions on Image Processing98 citations
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Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning
Zhiyu Zhu, Jun-Hui Hou, Jie Chen, Huanqiang Zeng +1 more
2020IEEE Transactions on Image Processing93 citations Open access
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Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views
Jie Chen, Jun-Hui Hou, Lap-Pui Chau
2016IEEE Transactions on Image Processing85 citations Open access
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Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization
Jun-Hui Hou, Jie Chen, Lap-Pui Chau
2019IEEE transactions on circuits and systems for video technology (Print)76 citations
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Locality Guidance for Improving Vision Transformers on Tiny Datasets
Ke-Han Li, Runyi Yu, Zhen-Nan Wang, Li-ming Yuan +2 more
2022European Conference on Computer Vision70 citations Open access
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Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration
Jie Chen, Zaifeng Yang, Tsz Nam Chan, Hui Li +2 more
2021IEEE Transactions on Image Processing61 citations Open access
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Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution
Mantang Guo, Jun-Hui Hou, Jing Jin, Jie Chen +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence54 citations
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Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework
Jie Chen, Jun-Hui Hou, Lap-Pui Chau
2018IEEE Signal Processing Letters51 citations Open access
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Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification
Shao-Hui Mei, Jun-Hui Hou, Jie Chen, Lap-Pui Chau +1 more
2018IEEE Transactions on Geoscience and Remote Sensing47 citations
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Light Field Compressed Sensing Over a Disparity-Aware Dictionary
Jie Chen, Lap-Pui Chau
2017IEEE transactions on circuits and systems for video technology (Print)39 citations
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Chart Auto-Encoders for Manifold Structured Data
Stefan C. Schonsheck, Jie Chen, Rongjie Lai
2019arXiv.org37 citations
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Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses
Jing Jin, Jun-Hui Hou, Jie Chen, S. Kwong +1 more
2019ACM Multimedia31 citations Open access
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Accurate Light Field Depth Estimation via an Occlusion-Aware Network
Chun-Le Guo, Jing Jin, Jun-Hui Hou, Jie Chen
2020IEEE International Conference on Multimedia and Expo26 citations
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Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures
Mantang Guo, Jun-Hui Hou, Jing Jin, Jie Chen +1 more
2020European Conference on Computer Vision26 citations Open access
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Human motion capture data recovery via trajectory-based sparse representation
Jun-Hui Hou, Lap-Pui Chau, Ying He, Jie Chen +1 more
20132013 IEEE International Conference on Image Processing22 citations
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Unsupervised single image dehazing with generative adversarial network
Wei-Ya Ren, Li Zhou, Jie Chen
2022Multimedia Systems21 citations Open access
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A Multi-Model Fusion Framework for NIR-to-RGB Translation
Longbin Yan, Xiuheng Wang, Min Zhao, Shumin Liu +1 more
2020Visual Communications and Image Processing17 citations
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Reflection Removal on Single Light Field Capture Using Focus Manipulation
Yun Ni, Jie Chen, Lap-Pui Chau
2018IEEE Transactions on Computational Imaging17 citations
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Reflection removal based on single light field capture
Yun Ni, Jie Chen, Lap-Pui Chau
2017International Symposium on Circuits and Systems17 citations
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Edge adaptive hybrid regularization model for image deblurring
Tingting Zhang, Jie Chen, Caiying Wu, Zhifei He +2 more
2020Inverse Problems16 citations Open access
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Cooperative Colorization: Exploring Latent Cross-Domain Priors for NIR Image Spectrum Translation
Xingxing Yang, Jie Chen, Zaifeng Yang
2023ACM Multimedia14 citations Open access
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Gradient-based conditional generative adversarial network for non-uniform blind deblurring via DenseResNet
Hong-Tian Zhao, Di Wu, Hang Su, Shibao Zheng +1 more
2021Journal of Visual Communication and Image Representation14 citations
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Temporal-MPI: Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning
Wenpeng Xing, Jie Chen
2021European Conference on Computer Vision14 citations Open access
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An enhanced window-variant dark channel prior for depth estimation using single foggy image
Jie Chen, Lap-Pui Chau
20132013 IEEE International Conference on Image Processing13 citations
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Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild
Jucai Zhai, Pengcheng Zeng, Chihao Ma, Yong Zhao +1 more
2022AAAI Conference on Artificial Intelligence10 citations Open access
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MVSPlenOctree: Fast and Generic Reconstruction of Radiance Fields in PlenOctree from Multi-view Stereo
Wenpeng Xing, Jie Chen
2022ACM Multimedia10 citations
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A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data
Zaifeng Yang, Yubo Hou, Zheng-Hua Chen, Le Zhang +1 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations
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Image Style Transfer Based on Generative Adversarial Network
Li Zhao, Yan Jiao, Jie Chen, Rui Zhao
20212021 International Conference on Computer Network, Electronic and Automation (ICCNEA)7 citations
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Online Graph-Based Change Point Detection in Multiband Image Sequences
R. Borsoi, C. Richard, A. Ferrari, Jie Chen +1 more
2020European Signal Processing Conference7 citations Open access
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Edge-preserving rain removal for light fiele images based on RPCA
Cheen-Hau Tan, Jie Chen, Lap-Pui Chau
2017International Conference on Digital Signal Processing7 citations
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Dynamic scene rain removal for moving cameras
Cheen-Hau Tan, Jie Chen, Lap-Pui Chau
2014International Conference on Digital Signal Processing7 citations
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Rain removal from dynamic scene based on motion segmentation
Jie Chen, Lap-Pui Chau
2013International Symposium on Circuits and Systems7 citations
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Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image
Jing Jin, Jun-Hui Hou, Jie Chen, H. W. F. Yeung +1 more
2018International Conference on Digital Signal Processing6 citations
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Robust Video Content Alignment and Compensation for Clear Vision Through the Rain
Jie Chen, Cheen-Hau Tan, Jun-Hui Hou, Lap-Pui Chau +1 more
2018arXiv.org6 citations
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Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering
Wenpeng Xing, Jie Chen, Zaifeng Yang, Qiang Wang +1 more
2021IEEE Transactions on Image Processing5 citations Open access
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Multiscale Dictionary Learning via Cross-Scale Cooperative Learning and Atom Clustering for Visual Signal Processing
Jie Chen, Lap-Pui Chau
2015IEEE transactions on circuits and systems for video technology (Print)5 citations
Semantic Scholar
A fast adaptive guided filtering algorithm for light field depth interpolation
Jie Chen, Lap-Pui Chau
2014International Symposium on Circuits and Systems4 citations Open access
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NEX+: Novel View Synthesis with Neural Regularisation Over Multi-Plane Images
Wenpeng Xing, Jie Chen
2022IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations
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Image-based Virtual Fitting Room
Zhi-Lin Huang, Junwen Bu, Jie Chen
2021arXiv.org3 citations
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Attention-Guided NIR Image Colorization via Adaptive Fusion of Semantic and Texture Clues
Xingxing Yang, Jie Chen, Zaifeng Yang, Zheng-Hua Chen
2021arXiv.org3 citations
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Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network
Jing Jin, Jun-Hui Hou, Jie Chen, H. Zeng +2 more
2019arXiv.org3 citations
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Heavy haze removal in a learning framework
Jie Chen, Lap-Pui Chau
2015International Symposium on Circuits and Systems3 citations
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A light field sparse representation structure and its fast coding technique
Jie Chen, Alexander Matyasko, Lap-Pui Chau
2014International Conference on Digital Signal Processing3 citations
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Image Transformation Based on Generative Adversarial Networks
Jie Chen, Li Zhao
2019International Journal of Advanced Network, Monitoring, and Controls2 citations Open access
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