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Publications

Xiangyu Guo, Tai Fei, Zican Wang, Xiao Xu, Subhas Mukhopadhyay, Amit Bhardwaj, Zhi Jin*
A Review of Next-Generation Sensor Technologies for Human-Machine Interaction
IEEE Sensors Journal 2025.
[paper]

Yiqing Li, Xuan Wang, Jiawei Wu, Yikun Ma, Zhi Jin*
SparseGS-W: Sparse-View Gaussian Splatting for Unconstrained Image Collections with Diffusion Priors
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2026.
[paper] [code]

Jiawei Wu, Zhifei Yang, Zhe Wang, Zhi Jin*
Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration
AAAI Conference on Artificial Intelligence (AAAI) 2026.
[paper] [code]

Yikun Ma, Yiqing Li, Jiawei Wu, Xing Luo, Zhi Jin*
MotionDiff: Training-free Zero-shot Interactive Motion Editing via Flow-assisted Multi-view Diffusion
IEEE International Conference on Computer Vision (ICCV) 2025.
[paper] [code]

Zhi Jin, Yuwei Qiu, Kaihao Zhang, Chenxi Wang, Hongdong Li, Wenhan Luo*
MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2025.
[paper] [code]

Ruicheng Zhang, Kanghui Tian, Zeyu Zhang, Qixiang Liu, Zhi Jin*
FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) 2025. Oral Paper.
[paper] [code]

Zhi Jin, Chenxi Wang, Xing Luo
Colorization-inspired Customized Low-Light Image Enhancement by A Decoupled Network
IEEE Transactions on Neural Networks and Learning Systems 2024.
[paper] [code]

Hongjun Wu, Chenxi Wang, Luwei Tu, Constantin Patsch, Zhi Jin*
CSPN: A Category-specific Processing Network for Low-light Image Enhancement
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2024.
[paper] [code]

Jiawei Wu, Zhi Jin*
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks
European Conference on Computer Vision(ECCV) 2024.
[paper] [code]

Jiahao Wu, Dandan Zhan, Zhi Jin*
Understanding and improving zero-reference deep curve estimation for low-light image enhancement
Applied Intelligence 2024.
[paper] [code]

Yikun Ma, Dandan Zhan, Zhi Jin*
FastScene: Text-Driven Fast 3D Indoor Scene Generation via Panoramic Gaussian Splatting
Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI) 2024. Oral Paper.
[paper] [code]

Zongyao He, Zhi Jin*
Latent Modulated Function for Computational Optimal Continuous Image Representation
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024. Hightlight Paper.
[paper] [code]

Zongyao He, Zhi Jin*
Dynamic Implicit Image Function for Efficient Arbitrary-Scale Image Representation
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) 2024.
[paper] [code]

Wei Wang, Zhi Jin*
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) 2024. Best paper candidate.
[paper] [code]

Dandan Zhan, Jiahao Wu, Xing Luo, Zhi Jin*
Learning from Text: A Multimodal Face Inpainting Network for Irregular Holes
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2024.
[paper] [code]

Hongjun Wu, Haoran Qi, Huanrong Zhang, Zhi Jin*, Driton Salihu, and Jian-Fang Hu
Reconstruction with robustness: A semantic prior guided face super-resolution framework for multiple degradations
Image and Vision Computing (2023).
[paper] [code]

Publications

Frontier Vision Lab