Jie Chen

Orcid: 0000-0001-8419-4620

Affiliations:
  • Hong Kong Baptist University, Department of Computer Science, Hong Kong
  • Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore (PhD 2016)


According to our database1, Jie Chen authored at least 66 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion.
Int. J. Autom. Comput., 2023

Multi-scale Progressive Feature Embedding for Accurate NIR-to-RGB Spectral Domain Translation.
CoRR, 2023

Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues.
CoRR, 2023

Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface.
CoRR, 2023

Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects.
CoRR, 2023

Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Cooperative Colorization: Exploring Latent Cross-Domain Priors for NIR Image Spectrum Translation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

IRCasTRF: Inverse Rendering by Optimizing Cascaded Tensorial Radiance Fields, Lighting, and Materials From Multi-view Images.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

CasTensoRF: Cascaded Tensorial Radiance Fields for Novel View Synthesis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022
Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering.
IEEE Trans. Image Process., 2022

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration.
IEEE Trans. Image Process., 2022

Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Pathway to Future Symbiotic Creativity.
CoRR, 2022

MVSPlenOctree: Fast and Generic Reconstruction of Radiance Fields in PlenOctree from Multi-view Stereo.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

NEX<sup>+</sup>: Novel View Synthesis with Neural Regularisation Over Multi-Plane Images.
Proceedings of the IEEE International Conference on Acoustics, 2022

NDF: Neural Deformable Fields for Dynamic Human Modelling.
Proceedings of the Computer Vision - ECCV 2022, 2022

Temporal-MPI: Enabling Multi-plane Images for Dynamic Scene Modelling via Temporal Basis Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning.
IEEE Trans. Image Process., 2021

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration.
CoRR, 2021

Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering.
CoRR, 2021

A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution.
CoRR, 2020

Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Haze Removal with Fusion of Local and Non-Local Statistics.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Accurate Light Field Depth Estimation via an Occlusion-Aware Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures.
Proceedings of the Computer Vision - ECCV 2020, 2020

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution.
IEEE Trans. Image Process., 2019

Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2019

Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network.
CoRR, 2019

Learning High-fidelity Light Field Images From Hybrid Inputs.
CoRR, 2019

Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion.
CoRR, 2019

2018
Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions.
IEEE Trans. Image Process., 2018

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views.
IEEE Trans. Image Process., 2018

Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Reflection Removal on Single Light Field Capture Using Focus Manipulation.
IEEE Trans. Computational Imaging, 2018

Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework.
IEEE Signal Process. Lett., 2018

Haze Density Estimation via Modeling of Scattering Coefficients of Iso-depth Regions.
CoRR, 2018

Robust Video Content Alignment and Compensation for Clear Vision Through the Rain.
CoRR, 2018

Vision-Based Rain Gauge for Dynamic Scenes.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Learning-Based Parallax Transfer on Multispectral Light Field.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues.
Proceedings of the Computer Vision - ECCV 2018, 2018

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Light Field Compressed Sensing Over a Disparity-Aware Dictionary.
IEEE Trans. Circuits Syst. Video Technol., 2017

Reflection removal based on single light field capture.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Edge-preserving rain removal for light fiele images based on RPCA.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Light field scene flow with occlusion regularization.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016
Sparse two-dimensional singular value decomposition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Sparsifying orthogonal transforms with compact bases for data compression.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Light field depth from multi-scale particle filtering.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Multiscale Dictionary Learning via Cross-Scale Cooperative Learning and Atom Clustering for Visual Signal Processing.
IEEE Trans. Circuits Syst. Video Technol., 2015

Heavy haze removal in a learning framework.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes.
IEEE Trans. Image Process., 2014

A fast adaptive guided filtering algorithm for light field depth interpolation.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Dynamic scene rain removal for moving cameras.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

A light field sparse representation structure and its fast coding technique.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

2013
Rain removal from dynamic scene based on motion segmentation.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A novel SVD-based image quality assessment metric.
Proceedings of the IEEE International Conference on Image Processing, 2013

Human motion capture data recovery via trajectory-based sparse representation.
Proceedings of the IEEE International Conference on Image Processing, 2013

An enhanced window-variant dark channel prior for depth estimation using single foggy image.
Proceedings of the IEEE International Conference on Image Processing, 2013


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