Junpeng Jing

Ph.D. Student


Dept. of Electrical and Electronic Engineering
Imperial College London
London, UK

Email: j.jing23@imperial.ac.uk
Github: Link
Google Scholar: Link

Biography

I am a Ph.D. student at Imperial College London, supervised by Professor Krystian Mikolajczyk. Before starting my Ph.D., I completed my Master's Degree at Beihang University in 2023, where I was co-supervised by Prof. Zhenyu Guan, Prof. Mai Xu and Prof. Xin Deng. During my master's study, I interned at Megvii Research. I also completed my Bachelor's Degree at Beihang University in 2020.

Publications

(*: co-first; †: corresponding)

Match Stereo Videos via Bidirectional Alignment
Junpeng Jing, Ye Mao, Anlan Qiu and Krystian Mikolajczyk
Arxiv.
[Project Page] [Arxiv] [Code] [Data]

OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images
Ye Mao, Junpeng Jing, and Krystian Mikolajczyk
Conference on Neural Information Processing Systems (NeurIPS), 2024.
[Project Page] [Arxiv] [Code]

Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching
Junpeng Jing, Ye Mao, and Krystian Mikolajczyk
European Conference on Computer Vision (ECCV), 2024.
[Project Page] [Arxiv] [Code]

Extremely Low Bit-rate Image Compression via Invertible Image Generation
Fangyuan Gao, Xin Deng, Junpeng Jing, Xin Zou, and Mai Xu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
[Paper]

Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
[Arxiv] [Paper]

DeepMIH: Deep Invertible Network for Multiple Image Hiding
Zhenyu Guan*, Junpeng Jing*, Xin Deng, Mai Xu, Lai Jiang, Zhou Zhang, Yipeng Li
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
[Paper] [Code]

HiNet: Deep Image Hiding by Invertible Network.
Junpeng Jing, Xin Deng, Mai Xu, Jianyi Wang, Zhenyu Guan
IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
[Paper] [Code]

Competitions


Winner (1st place) on Stereo Matching Track
Robust Vision Challenge, ECCV Workshop 2022
[Link] [Certificate]

6th place on Stereo Image Super-Resolution Track
NTIRE Challenge, CVPR Workshop 2022
[Link]

Selected Honors/Scholarships

Teaching

Academic Services