Yanchen Dong

Yanchen Dong (董彦辰)

Ph.D. Candidate,
National Engineering Research Center of Visual Technology, School of Computer Science, Peking University.

No.5 Yiheyuan Road,
Haidian District, Beijing,
Room 2728, Science Building #2, Peking University.

Email: yanchendong@stu.pku.edu.cn

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News

[2024.09] I obtain the May 4th Scholarship of Peking University.

[2024.04] One first-authored paper is accepted by TIP 2024.

[2024.02] One first-authored paper is accepted by CVPR 2024.

[2023.12] One first-authored paper is accepted by AAAI 2024.

[2023.01] One first-authored paper is accepted by ISCAS 2023.

[2022.08] One first-authored paper is accepted by VCIP 2022.

[2022.06] One first-authored paper is accepted by ICIP 2022.

Breif Bio

I received the B.S. degree in computer science and technology from Harbin Institute of Technology, Harbin, China, in 2021. I am currently working towards the Ph.D. degree under the supervision of Prof. Ruiqin Xiong in Computer Science with Peking University, Beijing, China. My research interests include image processing, neuromorphic camera, computational photography, computer vision, and deep learning.

Education

Peking University.
2021.09 - present, Ph.D., Computer Application Technology.

Harbin Institute of Technology.
2017.08 - 2021.06, B.Eng., Computer Science and Technology.

Experience

Tencent.
2020.08 - 2020.09, Internship, Test Development Engineer.

Publications

	Learning a Deep Demosaicing Network for Spike Camera with Color Filter Array Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu and Tiejun Huang IEEE Transactions on Image Processing (TIP) 2024 [pdf]
	Super-Resolution Reconstruction from Bayer-Pattern Spike Streams Yanchen Dong, Ruiqin Xiong, Jian Zhang, Zhaofei Yu, Xiaopeng Fan, Shuyuan Zhu and Tiejun Huang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 [pdf][supp][codes]
	Joint Demosaicing and Denoising for Spike Camera Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu and Tiejun Huang AAAI Conference on Artificial Intelligence (AAAI) 2024 [pdf][codes]
	Optimization-Inspired Deep Network for Image Restoration from Partial Random Samples Yanchen Dong, Rui Zhao, Ruiqin Xiong, Shuyuan Zhu, Xiaopeng Fan and Tiejun Huang IEEE International Symposium on Circuits and Systems (ISCAS) 2023 [pdf]
	High-Speed Scene Reconstruction from Low-Light Spike Streams Yanchen Dong, Jing Zhao, Ruiqin Xiong and Tiejun Huang. IEEE International Conference on Visual Communications and Image Processing (VCIP) 2022 [pdf]
	3D Residual Interpolation for Spike Camera Demosaicing Yanchen Dong, Jing Zhao, Ruiqin Xiong and Tiejun Huang. IEEE International Conference on Image Processing (ICIP) 2022 [pdf]

Projects

SpikeCV: An Open-Source Framework for Spike Vision
I work as one of the contributors to the open-source project.
[Website] [Website(CN)] [Openi-Git(CN)] [Github]

Academic Services

Reviewer of Conferences:

International Conference on Learning Representations (ICLR) 2025
Annual Conference on Neural Information Processing Systems (NeurIPS) 2024
ACM International Conference on Multimedia (ACM MM) 2024
International Conference on Multimedia and Expo (ICME) 2024
International Conference on Image Processing (ICIP) 2023-2024
International Conference on Visual Communications and Image Processing (VCIP) 2023-2024

Reviewer of Journals:

IEEE Transactions on Multimedia (TMM)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Honors

Merit Student Pacesetter of Peking University, 2024
May 4th Scholarship of Peking University, 2024
Outstanding Graduate of Harbin Institute of Technology, 2021
Outstanding Student of Harbin Institute of Technology, 2019
The People's Scholarship in China, 2018