潘利源 - 北京理工大学

个人简介

潘利源，博士，北京理工大学计算机学院副教授，博士生导师。 2021年于澳大利亚国立大学获得哲学博士学位，导师为Dr. Richard Hartley, Miaomiao Liu, Yuchao Dai 和 Hongdong Li。 2021年至2022于澳大利亚国立大学从事博士后研究，导师为Dr. Eric Stone。 2022年6月加入北京理工大学计算机学院。 2022年入选北京市青年人才托举工程。 2023年负责国家自然科学青年基金。在计算机视觉与机器学习顶级国际会议/期刊ICCV, CVPR, TPAMI, NeurIPS等发表多篇论文，获Google地标检索挑战赛全球第3名，ICCV 2021最佳审稿人。主要从事视觉和语言、场景理解、生物医学图像处理和新型传感器方向的研究。

研究领域

计算机视觉相关 Event camera; DP sensor; 3D vision; Low-level vision.

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images Yan Yang, Liyuan Pan, Liu Liu, and 1 more author In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024 L2T-DLN: Learning to Teach with Dynamic Loss Network Zhaoyang Hai, Liyuan Pan, Xiabi Liu, and 2 more authors In Advances in Neural Information Processing Systems, Dec 2023 Event Camera Data Pre-training Yan Yang, Liyuan Pan, and Liu Liu In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023 AstroNet: When Astrocyte Meets Artificial Neural Network Mengqiao Han, Liyuan Pan, and Xiabi Liu In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023 K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring Yan Yang, Liyuan Pan, Liu Liu, and 1 more author In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023 ISG: I can See Your Gene Expression Yan Yang, Liyuan Pan, Liu liu, and 1 more author In 33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022, Jun 2022 FGCNet: Fast Graph Convolution for Matching Features Liu Liu, Liyuan Pan, Wei Luo, and 3 more authors In 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), Jun 2022 全像素双核成像技术及应用研究综述戴玉超, 章飞宇, 潘利源, and 2 more authors Jun 2022 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) 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) 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) 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) 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) 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) 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) 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) 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) 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) 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) 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)