An enhanced window-variant dark channel prior for depth estimation using single foggy image. - Jie Chen 026; Lap-Pui Chau (ICIP, 2013)

Human motion capture data recovery via trajectory-based sparse representation. - Junhui Hou; Lap-Pui Chau; Ying He 001; Jie Chen 026; Nadia Magnenat-Thalmann (ICIP, 2013)

A novel SVD-based image quality assessment metric. - Shuigen Wang; Chenwei Deng; Weisi Lin; Baojun Zhao; Jie Chen 026 (ICIP, 2013)

Rain removal from dynamic scene based on motion segmentation. - Jie Chen 026; Lap-Pui Chau (ISCAS, 2013)

A light field sparse representation structure and its fast coding technique. - Jie Chen 026; Alexander Matyasko; Lap-Pui Chau (DSP, 2014)

Dynamic scene rain removal for moving cameras. - Cheen-Hau Tan; Jie Chen 026; Lap-Pui Chau (DSP, 2014)

A fast adaptive guided filtering algorithm for light field depth interpolation. - Jie Chen 026; Lap-Pui Chau (ISCAS, 2014)

A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes. - Jie Chen 026; Lap-Pui Chau (IEEE Trans. Image Process., 2014)

Heavy haze removal in a learning framework. - Jie Chen 026; Lap-Pui Chau (ISCAS, 2015)

Multiscale Dictionary Learning via Cross-Scale Cooperative Learning and Atom Clustering for Visual Signal Processing. - Jie Chen 026; Lap-Pui Chau (IEEE Trans. Circuits Syst. Video Technol., 2015)

Light field depth from multi-scale particle filtering. - Jie Chen 026; Lap-Pui Chau; He Li (APSIPA, 2016)

Sparsifying orthogonal transforms with compact bases for data compression. - Junhui Hou; Hui Liu 032; Lap-Pui Chau; Ying He 001; Jie Chen 026 (APSIPA, 2016)

Sparse two-dimensional singular value decomposition. - Junhui Hou; Jie Chen 026; Lap-Pui Chau; Ying He 001 (ICME, 2016)

Light field scene flow with occlusion regularization. - Jie Chen 026; Yun Ni; Junhui Hou; Lap-Pui Chau (APSIPA, 2017)

Edge-preserving rain removal for light fiele images based on RPCA. - Cheen-Hau Tan; Jie Chen 026; Lap-Pui Chau (DSP, 2017)

Reflection removal based on single light field capture. - Yun Ni; Jie Chen 026; Lap-Pui Chau (ISCAS, 2017)

Light Field Compressed Sensing Over a Disparity-Aware Dictionary. - Jie Chen 026; Lap-Pui Chau (IEEE Trans. Circuits Syst. Video Technol., 2017)

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework. - Jie Chen 026; Cheen-Hau Tan; Junhui Hou; Lap-Pui Chau; He Li (CVPR, 2018)

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues. - Henry Wing Fung Yeung; Junhui Hou; Jie Chen 026; Yuk Ying Chung; Xiaoming Chen 006 (ECCV (6), 2018)

Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image. - Jing Jin 006; Junhui Hou; Jie Chen 026; Henry Wing Fung Yeung; Sam Kwong (DSP, 2018)

Learning-Based Parallax Transfer on Multispectral Light Field. - Shengyu Nan; Jie Chen 026; Lap-Pui Chau; Kemao Qian (DSP, 2018)

Vision-Based Rain Gauge for Dynamic Scenes. - Cheen-Hau Tan; Jie Chen 026; Yun Ni; Lap-Pui Chau; Ling Min Soh (DSP, 2018)

Robust Video Content Alignment and Compensation for Clear Vision Through the Rain. - Jie Chen 026; Cheen-Hau Tan; Junhui Hou; Lap-Pui Chau; He Li (CoRR, 2018)

Haze Density Estimation via Modeling of Scattering Coefficients of Iso-depth Regions. - Jie Chen 026; Cheen-Hau Tan; Lap-Pui Chau (CoRR, 2018)

Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework. - Jie Chen 026; Junhui Hou; Lap-Pui Chau (IEEE Signal Process. Lett., 2018)

Reflection Removal on Single Light Field Capture Using Focus Manipulation. - Yun Ni; Jie Chen 026; Lap-Pui Chau (IEEE Trans. Computational Imaging, 2018)

Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification. - Shaohui Mei; Junhui Hou; Jie Chen 026; Lap-Pui Chau; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views. - Jie Chen 026; Junhui Hou; Lap-Pui Chau (IEEE Trans. Image Process., 2018)

Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions. - Jie Chen 026; Junhui Hou; Yun Ni; Lap-Pui Chau (IEEE Trans. Image Process., 2018)

Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion. - Jie Chen 026; Lap-Pui Chau; Junhui Hou (CoRR, 2019)

Learning High-fidelity Light Field Images From Hybrid Inputs. - Jing Jin 006; Junhui Hou; Jie Chen 026; Sam Kwong; Jingyi Yu (CoRR, 2019)

Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network. - Jing Jin 006; Junhui Hou; Jie Chen 026; Huanqiang Zeng; Sam Kwong; Jingyi Yu (CoRR, 2019)

Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization. - Junhui Hou; Jie Chen 026; Lap-Pui Chau (IEEE Trans. Circuits Syst. Video Technol., 2019)

Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution. - Henry Wing Fung Yeung; Junhui Hou; Xiaoming Chen 006; Jie Chen 026; Zhibo Chen 001; Yuk Ying Chung (IEEE Trans. Image Process., 2019)

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization. - Jing Jin 006; Junhui Hou; Jie Chen 026; Sam Kwong (CVPR, 2020)

Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures. - Mantang Guo; Junhui Hou; Jing Jin 006; Jie Chen 026; Lap-Pui Chau (ECCV (2), 2020)

Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities. - Jie Chen 026; Lap-Pui Chau; Junhui Hou (ICME, 2020)

Accurate Light Field Depth Estimation via an Occlusion-Aware Network. - Chunle Guo; Jing Jin 006; Junhui Hou; Jie Chen 026 (ICME, 2020)

Haze Removal with Fusion of Local and Non-Local Statistics. - Jie Chen 026; Cheen-Hau Tan; Lap-Pui Chau (ISCAS, 2020)

Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses. - Jing Jin 006; Junhui Hou; Jie Chen 026; Sam Kwong; Jingyi Yu (ACM Multimedia, 2020)

Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution. - Jing Jin 006; Junhui Hou; Zhiyu Zhu; Jie Chen 026; Sam Kwong (CoRR, 2020)

A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data. - Zaifeng Yang; Yubo Hou; Zhenghua Chen; Le Zhang 001; Jie Chen 026 (ICASSP, 2021)

Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering. - Wenpeng Xing; Jie Chen 026; Zaifeng Yang; Qiang Wang 022 (CoRR, 2021)

Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning. - Zhiyu Zhu; Junhui Hou; Jie Chen 026; Huanqiang Zeng; Jiantao Zhou 001 (IEEE Trans. Image Process., 2021)

Temporal-MPI: Enabling Multi-plane Images for Dynamic Scene Modelling via Temporal Basis Learning. - Wenpeng Xing; Jie Chen 026 (ECCV (15), 2022)

NDF: Neural Deformable Fields for Dynamic Human Modelling. - Ruiqi Zhang; Jie Chen 026 (ECCV (32), 2022)

NEX+: Novel View Synthesis with Neural Regularisation Over Multi-Plane Images. - Wenpeng Xing; Jie Chen 026 (ICASSP, 2022)

ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph. - Ho Yin Au; Jie Chen 026; Junkun Jiang; Yike Guo (ACM Multimedia, 2022)

A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion. - Junkun Jiang; Jie Chen 026; Yike Guo (ACM Multimedia, 2022)

MVSPlenOctree: Fast and Generic Reconstruction of Radiance Fields in PlenOctree from Multi-view Stereo. - Wenpeng Xing; Jie Chen 026 (ACM Multimedia, 2022)

Pathway to Future Symbiotic Creativity. - Yike Guo; Qifeng Liu; Jie Chen 026; Wei Xue 002; Henrik J. Jensen; Fernando Rosas; Jeffrey Shaw; Xing Wu 001; Jiji Zhang; Jianliang Xu (CoRR, 2022)

Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution. - Mantang Guo; Junhui Hou; Jing Jin 006; Jie Chen 026; Lap-Pui Chau (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion. - Jing Jin 006; Junhui Hou; Jie Chen 026; Huanqiang Zeng; Sam Kwong; Jingyi Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration. - Jie Chen 026; Zaifeng Yang; Tsz Nam Chan; Hui Li 029; Junhui Hou; Lap-Pui Chau (IEEE Trans. Image Process., 2022)

Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering. - Wenpeng Xing; Jie Chen 026; Zaifeng Yang; Qiang Wang 022; Yike Guo (IEEE Trans. Image Process., 2022)

CasTensoRF: Cascaded Tensorial Radiance Fields for Novel View Synthesis. - Wenpeng Xing; Jie Chen 026 (ICME, 2023)

IRCasTRF: Inverse Rendering by Optimizing Cascaded Tensorial Radiance Fields, Lighting, and Materials From Multi-view Images. - Wenpeng Xing; Jie Chen 026; Ka Chun Cheung; Simon See (ACM Multimedia, 2023)

Cooperative Colorization: Exploring Latent Cross-Domain Priors for NIR Image Spectrum Translation. - Xingxing Yang 002; Jie Chen 026; Zaifeng Yang (ACM Multimedia, 2023)

CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model. - Zhen Ye; Wei Xue 002; Xu Tan 003; Jie Chen 026; Qifeng Liu; Yike Guo (ACM Multimedia, 2023)

Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface. - Ruiqi Zhang; Jie Chen 026; Qiang Wang 022 (ACM Multimedia, 2023)

Multi-scale Progressive Feature Embedding for Accurate NIR-to-RGB Spectral Domain Translation. - Xingxing Yang 002; Jie Chen 026; Zaifeng Yang (VCIP, 2023)

Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects. - Chenhong Zhou; Xiaorui Zhang; Meng Gao; Shanshan Liu; Yike Guo; Jie Chen 026 (CoRR, 2023)

Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion. - Wenpeng Xing; Jie Chen 026; Yike Guo (Int. J. Autom. Comput., 2023)

CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning. - Qingsong Yan; Qiang Wang 022; Kaiyong Zhao; Jie Chen 026; Bo Li 001; Xiaowen Chu 001; Fei Deng (AAAI, 2024)

Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues. - Xingxing Yang 002; Jie Chen 026; Zaifeng Yang (AAAI, 2024)

Enhanced Physics-Informed Neural Networks with Optimized Sensor Placement via Multi-Criteria Adaptive Sampling. - Chenhong Zhou; Jie Chen 026; Zaifeng Yang; Alexander Matyasko; Ching Eng Png (IJCNN, 2024)

Mesh-Centric Gaussian Splatting for Human Avatar Modelling with Real-time Dynamic Mesh Reconstruction. - Ruiqi Zhang; Jie Chen 026 (ACM Multimedia, 2024)

ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues. - Ho Yin Au; Jie Chen 026; Junkun Jiang; Yike Guo (Mach. Intell. Res., 2024)

SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion. - Qingsong Yan; Qiang Wang 022; Kaiyong Zhao; Jie Chen 026; Bo Li 001; Xiaoweo Chu; Fei Deng (3DV, 2025)

NCDI-Diffusion: Neural Contextual and Directional Inversion for Novel View Synthesis through Diffusion Models. - Wenpeng Xing; Jie Chen 026; Zaifeng Yang; Xin Tong; Changting Lin; Meng Han (ICASSP, 2025)

Every Angle Is Worth A Second Glance: Mining Kinematic Skeletal Structures from Multi-view Joint Cloud. - Junkun Jiang; Jie Chen 026; Ho Yin Au; Mingyuan Chen; Wei Xue 002; Yike Guo (CoRR, 2025)

SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion. - Qingsong Yan; Qiang Wang 022; Kaiyong Zhao; Jie Chen 026; Bo Li 001; Xiaowen Chu 001; Fei Deng (CoRR, 2025)

Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement. - Xingxing Yang 002; Jie Chen 026; Zaifeng Yang (CoRR, 2025)

Dual-Balancing for Physics-Informed Neural Networks. - Chenhong Zhou; Jie Chen 026; Zaifeng Yang; Ching Eng Png (CoRR, 2025)

RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories. - Qingsong Yan; Qiang Wang 022; Kaiyong Zhao; Jie Chen 026; Bo Li 001; Xiaowen Chu 001; Fei Deng (CoRR, 2025)

CoDe-NeRF: Neural Rendering via Dynamic Coefficient Decomposition. - Wenpeng Xing; Jie Chen 026; Zaifeng Yang; Tiancheng Zhao; Gaolei Li; Changting Lin; Yike Guo; Meng Han (CoRR, 2025)