Calculated based on number of publications stored in Pure and citations from Scopus
20172025

Research activity per year

Personal profile

Personal profile

Name: Pan Liyuan
Discipline: Computer Science and Technology
Title: Associate Professor
Contact number:
E-mail: liyuan.pan@bit.edu.cn
Address: 1305A Central Teaching Building, Zhongguancun Campus, School of Computer Science, Beijing Institute of Technology Personal Information
Pan Liyuan, doctoral supervisor, won the title of National Young Talent in 2023, obtained his doctorate degree from Australian National University, and engaged in postdoctoral research. He has published several papers in the top international conferences and journals of computer vision and Artificial intelligence, CVPR, IEEE TPAMI, IEEE TIP. Research direction: Computer Vision related
Event camera; DP sensor; 3D vision; Low-level vision.
Personal homepage: https://bitsslab.github.io < br >

Research Interests

Research Direction
Computer Vision Related
Event camera; DP sensor; 3D vision; Low-level vision.

Education

Personal Information
Pan Liyuan, doctoral supervisor, won the title of National Young Talent in 2023, obtained his doctorate degree from Australian National University, and engaged in postdoctoral research. He has published several papers in the top international conferences and journals of computer vision and Artificial intelligence, CVPR, IEEE TPAMI, IEEE TIP. Research direction: Computer Vision related
Event camera; DP sensor; 3D vision; Low-level vision.
Personal homepage: https://bitsslab.github.io < br >

Professional Experience

Personal Information
Pan Liyuan, doctoral supervisor, won the title of National Young Talent in 2023, obtained his doctorate degree from Australian National University, and engaged in postdoctoral research. He has published several papers in the top international conferences and journals of computer vision and Artificial intelligence, CVPR, IEEE TPAMI, IEEE TIP. Research direction: Computer Vision related
Event camera; DP sensor; 3D vision; Low-level vision.
Personal homepage: https://bitsslab.github.io < br >

Research Achievement


代表性学术成果
1. Pan, Liyuan; Chowdhury, Shah; Hartley, Richard; Liu, Miaomiao; Zhang, Hongguang; Li, Hong dong ; Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), virtual, 2021-6-19 至2021-6-25 (会议论文, Oral)
2. Pan, Liyuan; Hartley, Richard; Scheerlinck, Cedric; Liu, Miaomiao; Yu, Xin; Dai, Yuchao ; High frame rate video reconstruction based on an event camera, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 1(1): 1-1 (期刊论文)
3. Pan, Liyuan; Dai, Yuchao ; Liu, Miaomiao; Porikli, Fatih; Pan, Quan ; Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation, IEEE Transactions on Image Processing , 2020, 29: 1748-1761 (期刊论文)
4. Pan, Liyuan; Liu, Miaomiao; Hartley, Richard ; Single Image Optical Flow Estimation With an Event Camera, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, 2020-6-14至2020-6-19 (会议论文)
5. Pan, Liyuan; Scheerlinck, Cedric; Yu, Xin; Hartley, Richard; Liu, Miaomiao; Dai, Yuchao ; Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach California, USA, 2019-6-16至2019-6-20 (会议论文, Oral)
6. Pan, Liyuan; Hartley, Richard; Liu, Miaomiao; Dai, Yuchao ; Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach California, USA, 2019-6-16至2019-6-20 (会议论文)
7. Pan, Liyuan; Dai, Yuchao; Liu, Miaomiao; Porikli, Fatih ; Simultaneous stereo video deblurring and scene flow estimation, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Honolulu, Hawaii, USA, 2017-6-21至2017-6-26 (会议论文)
8. Wang, Ziwei; Pan, Liyuan; Ng, Yonhon; Zhuang, Zheyu; Mahony, Robert ; Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perception, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, 2021-9-27至2021-10-1 (会议论文)
9. Pan, Liyuan; Liu, Liu; Condon, Anthony G.; Estavillo, Gonzalo M; Coe, Robert A.; Bull, G eoff; Stone, Eric A.; Petersson, Lars; Rolland, Vivien ; Biomass Prediction With 3D Point Clouds From LiDAR, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, 2022-1-4至2022-1-8 (会议论文)
10. Pan, Liyuan; Dai, Yuchao ; Liu, Miaomiao ; Single Image Deblurring and Camera Motion Estimation With Depth Map, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, Hawaii, USA, 2019-1-7至2019-1-11 (会议论文)
11. Pan, Liyuan; Dai, Yuchao ; Liu, Miaomiao; Porikli, Fatih; Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, NV, USA, 2018-3-12至2018-3-15 (会议论文)
12. 戴玉超; 章飞宇; 潘利源; 项末初; 何明一; 全像素双核成像技术及应用研究综述, 中国图象图形学报, 2022 (期刊论文)
所获奖励

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Collaborations and top research areas from the last five years

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  • L2T-DFM: Learning to Teach with Dynamic Fused Metric

    Hai, Z., Pan, L., Liu, X. & Han, M., Mar 2025, In: Pattern Recognition. 159, 111124.

    Research output: Contribution to journalArticlepeer-review

  • Language-driven All-in-one Adverse Weather Removal

    Yang, H., Pan, L., Yang, Y. & Liang, W., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 24902-24912 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • MA-Net: Rethinking Neural Unit in the Light of Astrocytes

    Han, M., Pan, L. & Liu, X., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 3 ed. Association for the Advancement of Artificial Intelligence, p. 2040-2048 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Event Camera Data Pre-training

    Yang, Y., Pan, L. & Liu, L., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 10665-10675 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring

    Yang, Y., Pan, L., Liu, L. & Liu, M. M., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 13263-13272 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Citations (Scopus)