个人简介
林春雨，博士，北京交通大学计算机与信息技术学院信息科学研究所教授、博士生导师，信息科学研究所党支部书记兼副所长，北京交通大学优秀教师。 长期从事图像处理、三维视觉与自动驾驶感知方面的研究，在 CVPR、ICCV、ECCV、NeurIPS、AAAI、ACM MM、ICRA 等国际顶级会议以及 IEEE TPAMI、TIP、TITS、TCSVT、TMM、PR 等权威期刊发表论文 110 余篇（其中顶会与权威期刊论文 40 余篇），授权发明专利 20 余件。 先后主持国家自然科学基金面上项目、国家重点研发计划任务、北京市自然科学基金、高等学校博士点基金等纵向项目，以及中车四方车辆研究所、中国移动研究院、大疆科技、毫末智行、京天威科技等企业横向项目。 获教育部高等学校科学研究优秀成果奖（科学技术）二等奖、北京市科学技术一等奖、中国图象图形学学会科技进步二等奖等奖励；指导研究生获 CVPR OmniCV MVL 挑战赛冠军、中国研究生人工智能大赛国家级一等奖（1 项）与二等奖（2 项）等。
Chunyu Lin is a Professor and Ph.D. supervisor at the Institute of Information Science, School of Computer and Information Technology, Beijing Jiaotong University (BJTU), where he also serves as the Party Branch Secretary and Deputy Director of the institute, and is an Outstanding Teacher of BJTU. He has long been working on image processing, 3D vision, and perception for autonomous driving, and has published over 110 papers in top-tier venues such as CVPR, ICCV, ECCV, NeurIPS, AAAI, ACM MM and ICRA, as well as in authoritative journals including IEEE TPAMI, TIP, TITS, TCSVT, TMM and PR (over 40 in top venues and journals), with more than 20 granted invention patents. He has led NSFC General Projects, tasks of the National Key R&D Program, the Beijing Natural Science Foundation and the Doctoral Fund of the Ministry of Education, as well as industry projects with CRRC Sifang, China Mobile Research Institute, DJI, Haomo.AI and Beijing Jingtianwei Technology. His awards include the Second Prize of the MOE University Outstanding Scientific Research Achievement Award (Science & Technology), the First Prize of the Beijing Municipal Science and Technology Award, and the Second Prize of the CSIG Science and Technology Progress Award; students under his supervision have won the CVPR OmniCV MVL Challenge championship and national first (1) and second (2) prizes in the China Graduate AI Innovation Competition.
研究方向
三维视觉
图像与点云标定融合、双目与全景深度估计、RGB-D 数据处理、3D 点云目标检测与三维物体尺寸感知、三维重建、虚拟视点生成。
Camera–LiDAR calibration and fusion, stereo and panoramic depth estimation, RGB-D processing, 3D point-cloud object detection and dimension estimation, 3D reconstruction, and virtual view synthesis.
图像视频编解码
图像编解码、3D 视频编解码、基于深度学习的全景图像视频编码、HEVC/H.265、容错视频编解码、流媒体传输。
Image coding, 3D video coding, deep-learning-based panoramic image/video coding, HEVC/H.265, error-resilient video coding, and streaming transmission.
基于视觉的 ADAS 及自动驾驶
3D 环视辅助驾驶、三维障碍物检测、多传感器融合、行人检测及姿态估计、车道线与停车位检测、虚拟数据到真实数据的迁移、自动驾驶场景物体自动标注。
3D surround-view assisted driving, 3D obstacle detection, multi-sensor fusion, pedestrian detection and pose estimation, lane and parking-slot detection, virtual-to-real data transfer, and automatic annotation for autonomous driving scenes.
虚拟现实及增强现实中的视觉算法
虚拟现实相机、全景图像拼接、增强现实平面检测、虚拟视角合成、神经辐射场（NeRF）等。
VR cameras, panoramic image stitching, AR plane detection, virtual view synthesis, and neural radiance fields (NeRF).
机器人感知
AGV/AMR 机器人感知、三维建图、机器人导航定位与路径规划（强化学习）、任务分配。
AGV/AMR robot perception, 3D mapping, robot navigation, localization and path planning (reinforcement learning), and task allocation.
精选论文（2022 – 2026）
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
Eliminating Warping Shakes for Unsupervised Online Video Stitching
European Conference on Computer Vision (ECCV), 2024
Semi-Supervised Coupled Thin-Plate Spline Model for Rotation Correction and Beyond
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(12): 9192-9204, 2024
Cylin-Painting: Seamless 360° Panoramic Image Outpainting and Beyond
IEEE Transactions on Image Processing (TIP), 33: 382-394, 2024
RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
PanoFormer: Panorama Transformer for Indoor 360° Depth Estimation
European Conference on Computer Vision (ECCV), 2022
Deep Rectangling for Image Stitching: A Learning Baseline
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
代表性论文（2019 – 2026）
按发表年份分组（期刊论文在前，会议论文在后），加粗为本人；完整历史列表见 DBLP。
Grouped by publication year (journal papers first, then conference papers); bold indicates Chunyu Lin. For the complete list, see DBLP.
2026
- Unsupervised Multi-modal Domain Adaptation for RGB-T Semantic Segmentation
Zeyang Chen, Chunyu Lin, Yao Zhao, Tammam Tillo
Computer Vision and Image Understanding, 263: 104573, 2026 - Point Cloud Accumulation via Multi-Dimensional Pseudo Label and Progressive Instance Association
Shujuan Huang, Jie Pan, Chunyu Lin, Lang Nie, Meiqin Liu, Yao Zhao
Journal of Visual Communication and Image Representation, 115: 104688, 2026 - Revisiting 360 Depth Estimation With PanoGabor: A New Fusion Perspective
Zhijie Shen, Chunyu Lin, Lang Nie, Kang Liao, Weisi Lin, Yao Zhao
IEEE TPAMI, 48(5): 5979-5991, 2026 - TransVFC: A Transformable Video Feature Compression Framework for Machines
Yuxiao Sun, Yao Zhao, Meiqin Liu, Chao Yao, Huihui Bai, Chunyu Lin, Weisi Lin
Pattern Recognition, 171: 112091, 2026 - Revisiting Monocular 3D Object Detection With Depth Thickness Field
Qiude Zhang, Chunyu Lin, Zhijie Shen, Lang Nie, Yao Zhao
IEEE TCSVT, 36(6), 2026 - Toward Oriented Multi-Object Tracking for Fisheye Images: Dataset and Framework
Jialin Yang, Chunyu Lin, Lang Nie, Yepeng Tang, Yao Zhao
IEEE TCSVT, 36(7), 2026 - Robust Image Stitching With Optimal Plane
Lang Nie, Yuan Mei, Kang Liao, Yunqiu Xu, Chunyu Lin, Bin Xiao
IEEE TVCG, 32(7): 5156-5166, 2026 - Semi-Supervised 360 Layout Estimation With Panoramic Collaborative Perturbations
Junsong Zhang, Zisong Chen, Chunyu Lin, Zhijie Shen, Lang Nie, Kang Liao, Yao Zhao
IEEE Transactions on Multimedia, 2026
- Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation
Wenbo Nie, Lang Nie, Chunyu Lin, Jingwen Chen, Ke Xing, Jiyuan Wang, Kang Liao
AAAI Conference on Artificial Intelligence (AAAI), 2026 - From Editor to Dense Geometry Estimator (FE2E)
Jiyuan Wang, Chunyu Lin, et al.
IEEE/CVF CVPR, 2026（arXiv:2509.04338） - Geometry-Guided Reinforcement Learning for Multi-View Consistent 3D Scene Editing (RL3DEdit)
Jiyuan Wang, Chunyu Lin, et al.
ECCV, 2026（arXiv:2603.03143）
2025
- AdapSyn: Anomaly Detection Based on Triplet Training With Adaptive Anomaly Synthesis
Shijie Zhou, Chunyu Lin, Zisong Chen, Baoqing Guo, Yao Zhao
Displays, 86: 102885, 2025 - Unsupervised Global and Local Homography Estimation With Coplanarity-Aware GAN
Shuaicheng Liu, Mingbo Hong, Yuhang Lu, Nianjin Ye, Chunyu Lin, Bing Zeng
IEEE TPAMI, 47(3): 1863-1876, 2025 - StabStitch++: Unsupervised Online Video Stitching With Spatiotemporal Bidirectional Warps
Lang Nie, Chunyu Lin, Kang Liao, Yun Zhang, Shuaicheng Liu, Yao Zhao
IEEE TPAMI, 47(9): 7443-7456, 2025 - SGFormer: Spherical Geometry Transformer for 360° Depth Estimation
Junsong Zhang, Zisong Chen, Chunyu Lin, Zhijie Shen, Lang Nie, Junda Huang, Yao Zhao
IEEE TCSVT, 35(6): 5738-5748, 2025 - Ada3DLane: Adaptive 3D Lane Detection From Monocular Images
Zhiming Hou, Yuanzhouhan Cao, Naiyue Chen, Chao Ren, Chunyu Lin, Congyan Lang, Yidong Li
IEEE Transactions on Intelligent Transportation Systems, 26(11): 19821-19832, 2025 - Advancing Real-World Parking Slot Detection With Large-Scale Dataset and Semi-Supervised Baseline
Zhihao Zhang, Chunyu Lin, Lang Nie, Jiyuan Wang, Yao Zhao
IEEE Transactions on Intelligent Transportation Systems, 26(12): 21745-21757, 2025 - Toward Oriented Fisheye Object Detection: Dataset and Baseline
Jialin Yang, Chunyu Lin, Lang Nie, Zisen Kong, Jiapeng Wang, Yao Zhao
ACM TOMM, 21(1): Article 17, 2025 - FishFormer: Annulus Slicing-Based Transformer for Fisheye Rectification
Shangrong Yang, Chunyu Lin, Kang Liao, Yao Zhao
ACM TOMM, 21(4): Article 128, 2025 - CurrI2P: Inter- and Intra-Modality Similarity Curriculum Learning for Image-to-Point Cloud Registration
Liwei Lin, Chunyu Lin, Lang Nie, Shujuan Huang, Yao Zhao
The Visual Computer, 41(11): 8645-8658, 2025 - Calibrating the Principal Point of Vehicle-Mounted Fisheye Cameras Using Point-Oriented Representation
Juncheng Zhou, Chunyu Lin, Shangrong Yang, Kang Liao, Yao Zhao
IEEE Sensors Journal, 2025
- Jasmine: Harnessing Diffusion Prior for Self-Supervised Depth Estimation
Jiyuan Wang, Chunyu Lin, Cheng Guan, Lang Nie, Jing He, Haodong Li, Kang Liao, Yao Zhao
NeurIPS, 2025 - PixelStitch: Structure-Preserving Pixel-Wise Bidirectional Warps for Unsupervised Image Stitching
Hengzhe Jin, Lang Nie, Chunyu Lin, Xiaomei Feng, Yao Zhao
IEEE/CVF ICCV, 2025 - What Really Matters for Learning-Based LiDAR-Camera Calibration
Shujuan Huang, Chunyu Lin, Yao Zhao
ACM Multimedia Asia (MMAsia), 2025
2024
- Semi-Supervised Coupled Thin-Plate Spline Model for Rotation Correction and Beyond
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu
IEEE TPAMI, 46(12): 9192-9204, 2024 - 360 Layout Estimation via Orthogonal Planes Disentanglement and Multi-View Geometric Consistency Perception
Zhijie Shen, Chunyu Lin, Junsong Zhang, Lang Nie, Kang Liao, Yao Zhao
IEEE TPAMI, 46(12): 10486-10498, 2024 - Cylin-Painting: Seamless 360° Panoramic Image Outpainting and Beyond
Kang Liao, Xiangyu Xu, Chunyu Lin, Wenqi Ren, Yunchao Wei, Yao Zhao
IEEE TIP, 33: 382-394, 2024 - Camera Calibration for the Surround-View System: A Benchmark and Dataset
Leidong Qin, Chunyu Lin, Shujuan Huang, Shangrong Yang, Yao Zhao
The Visual Computer, 40(10): 7457-7470, 2024 - Digging Into Depth-Adaptive Structure for Guided Depth Super-Resolution
Yue Hou, Lang Nie, Chunyu Lin, Baoqing Guo, Yao Zhao
Displays, 84: 102752, 2024 - Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual Graph
Zherong Zhang, Chunyu Lin, Shujuan Huang, Shangrong Yang, Yao Zhao
Journal of Electronic Imaging, 33(5), 2024 - Multimodal Spatiotemporal Aggregation for Point Cloud Accumulation
Jie Pan, Chunyu Lin, Lang Nie, Meiqin Liu, Yao Zhao
Journal of Visual Communication and Image Representation, 103: 104243, 2024
- Efficient Meshflow and Optical Flow Estimation From Event Cameras
Xinglong Luo, Ao Luo, Zhengning Wang, Chunyu Lin, Bing Zeng, Shuaicheng Liu
IEEE/CVF CVPR, 2024 - Eliminating Warping Shakes for Unsupervised Online Video Stitching
Lang Nie, Chunyu Lin, Kang Liao, Yun Zhang, Shuaicheng Liu, Rui Ai, Yao Zhao
ECCV, 2024 - WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation Under Adverse Weather Conditions
Jiyuan Wang, Chunyu Lin, Lang Nie, Shujun Huang, Yao Zhao, Xing Pan, Rui Ai
IEEE ICRA, 2024 - Digging Into Contrastive Learning for Robust Depth Estimation With Diffusion Models
Jiyuan Wang, Chunyu Lin, Lang Nie, Kang Liao, Shuwei Shao, Yao Zhao
ACM Multimedia, 2024
2023
- Camouflaged Object Detection Based on Context-Aware and Boundary Refinement
Caijuan Shi, Bijuan Ren, Houru Chen, Lin Zhao, Chunyu Lin, Yao Zhao
Applied Intelligence, 53(19): 22429-22445, 2023 - MSPNet: Multi-Stage Progressive Network for Image Denoising
Yu Bai, Meiqin Liu, Chao Yao, Chunyu Lin, Yao Zhao
Neurocomputing, 517: 71-80, 2023 - Temporal Consistency Learning of Inter-Frames for Video Super-Resolution
Meiqin Liu, Shuo Jin, Chao Yao, Chunyu Lin, Yao Zhao
IEEE TCSVT, 33(4): 1507-1520, 2023 - As-Deformable-As-Possible Single-Image-Based View Synthesis Without Depth Prior
Chunlan Zhang, Chunyu Lin, Kang Liao, Lang Nie, Yao Zhao
IEEE TCSVT, 33(8): 3989-4001, 2023 - Deep Rotation Correction Without Angle Prior
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE TIP, 32: 2879-2888, 2023 - JNMR: Joint Non-Linear Motion Regression for Video Frame Interpolation
Meiqin Liu, Chenming Xu, Chao Yao, Chunyu Lin, Yao Zhao
IEEE TIP, 32: 5283-5295, 2023 - Monocular Pseudo-LiDAR Point Cloud Extrapolation Based on Iterative Hybrid Rendering
Chunlan Zhang, Chunyu Lin, Kang Liao, Shujuan Huang, Yao Zhao
IEEE Transactions on Intelligent Transportation Systems, 24(3): 2814-2826, 2023
- Spatiotemporal Deformation Perception for Fisheye Video Rectification
Shangrong Yang, Chunyu Lin, Kang Liao, Yao Zhao
AAAI, 2023 - Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation With Cross-Scale Distortion Awareness
Zhijie Shen, Zishuo Zheng, Chunyu Lin, Lang Nie, Kang Liao, Shuai Zheng, Yao Zhao
IEEE/CVF CVPR, 2023 - SIGVIC: Spatial Importance Guided Variable-Rate Image Compression
Jiaming Liang, Meiqin Liu, Chao Yao, Chunyu Lin, Yao Zhao
IEEE ICASSP, 2023 - Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion With Depth Guidance
Lei Zhang, Chunyu Lin, Kang Liao, Yao Zhao
IEEE ICASSP, 2023 - Parallax-Tolerant Unsupervised Deep Image Stitching
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE/CVF ICCV, 2023 - GAFlow: Incorporating Gaussian Attention Into Optical Flow
Ao Luo, Fan Yang, Xin Li, Lang Nie, Chunyu Lin, Haoqiang Fan, Shuaicheng Liu
IEEE/CVF ICCV, 2023 - RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-Based Curriculum Learning
Kang Liao, Lang Nie, Chunyu Lin, Zishuo Zheng, Yao Zhao
IEEE/CVF ICCV, 2023 - Innovating Real Fisheye Image Correction With Dual Diffusion Architecture
Shangrong Yang, Chunyu Lin, Kang Liao, Yao Zhao
IEEE/CVF ICCV, 2023 - Unsupervised OmniMVS: Efficient Omnidirectional Depth Inference via Establishing Pseudo-Stereo Supervision
Zisong Chen, Chunyu Lin, Lang Nie, Kang Liao, Yao Zhao
IEEE/RSJ IROS, 2023 - S-OmniMVS: Incorporating Sphere Geometry Into Omnidirectional Stereo Matching
Zisong Chen, Chunyu Lin, Lang Nie, Zhijie Shen, Kang Liao, Yuanzhouhan Cao, Yao Zhao
ACM Multimedia, 2023 - Kernel Dimension Matters: To Activate Available Kernels for Real-Time Video Super-Resolution
Shuo Jin, Meiqin Liu, Chao Yao, Chunyu Lin, Yao Zhao
ACM Multimedia, 2023 - Complementary Bi-Directional Feature Compression for Indoor 360° Semantic Segmentation With Self-Distillation
Zishuo Zheng, Chunyu Lin, Lang Nie, Kang Liao, Zhijie Shen, Yao Zhao
IEEE/CVF WACV, 2023
2022
- Efficient Object Detection Method Based on Aerial Optical Sensors for Remote Sensing
Qiuhao Zhang, Jiaming Tang, Haoze Zheng, Chunyu Lin
Displays, 75: 102328, 2022 - Learning Edge-Preserved Image Stitching From Multi-Scale Deep Homography
Lang Nie, Chunyu Lin, Kang Liao, Yao Zhao
Neurocomputing, 491: 533-543, 2022 - Bi-Projection for 360° Image Object Detection Bridged by RoI Searcher
Zishuo Zheng, Chunyu Lin, Lang Nie, Kang Liao, Yao Zhao
Journal of Visual Communication and Image Representation, 89: 103660, 2022 - Future Pseudo-LiDAR Frame Prediction for Autonomous Driving
Xudong Huang, Chunyu Lin, Haojie Liu, Lang Nie, Yao Zhao
Multimedia Systems, 28(5): 1611-1620, 2022 - Revisiting Radial Distortion Rectification in Polar-Coordinates: A New and Efficient Learning Perspective
Keyao Zhao, Chunyu Lin, Kang Liao, Shangrong Yang, Yao Zhao
IEEE TCSVT, 32(6): 3552-3560, 2022 - Depth-Aware Multi-Grid Deep Homography Estimation With Contextual Correlation
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE TCSVT, 32(7): 4460-4472, 2022 - Neural Contourlet Network for Monocular 360° Depth Estimation
Zhijie Shen, Chunyu Lin, Lang Nie, Kang Liao, Yao Zhao
IEEE TCSVT, 32(12): 8574-8585, 2022 - Pseudo-LiDAR Point Cloud Interpolation Based on 3D Motion Representation and Spatial Supervision
Haojie Liu, Kang Liao, Chunyu Lin, Yao Zhao, Yulan Guo
IEEE Transactions on Intelligent Transportation Systems, 23(7): 6379-6389, 2022
- Deep Rectangling for Image Stitching: A Learning Baseline
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE/CVF CVPR, 2022 - Unsupervised Homography Estimation With Coplanarity-Aware GAN
Mingbo Hong, Yuhang Lu, Nianjin Ye, Chunyu Lin, Qijun Zhao, Shuaicheng Liu
IEEE/CVF CVPR, 2022 - PanoFormer: Panorama Transformer for Indoor 360° Depth Estimation
Zhijie Shen, Chunyu Lin, Kang Liao, Lang Nie, Zishuo Zheng, Yao Zhao
ECCV, 2022 - SivsFormer: Parallax-Aware Transformers for Single-Image-Based View Synthesis
Chunlan Zhang, Chunyu Lin, Kang Liao, Lang Nie, Yao Zhao
IEEE VR, 2022
2021
- Pseudo-LiDAR Point Cloud Magnification
Chunlan Zhang, Kang Liao, Chunyu Lin, Yao Zhao
Neurocomputing, 422: 129-138, 2021 - Joint Distortion Rectification and Super-Resolution for Self-Driving Scene Perception
Keyao Zhao, Kang Liao, Chunyu Lin, Meiqin Liu, Yao Zhao
Neurocomputing, 435: 176-185, 2021 - A Deep Ordinal Distortion Estimation Approach for Distortion Rectification
Kang Liao, Chunyu Lin, Yao Zhao
IEEE TIP, 30: 3362-3375, 2021 - Graph Learning Based Head Movement Prediction for Interactive 360 Video Streaming
Xue Zhang, Gene Cheung, Yao Zhao, Patrick Le Callet, Chunyu Lin, Jack Z. G. Tan
IEEE TIP, 30: 4622-4636, 2021 - Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE TIP, 30: 6184-6197, 2021
- Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation
Kang Liao, Chunyu Lin, Yunchao Wei, Feng Li, Shangrong Yang, Yao Zhao
IEEE/CVF ICCV, 2021 - Multi-Level Curriculum for Training a Distortion-Aware Barrel Distortion Rectification Model
Kang Liao, Chunyu Lin, Lingxiao Liao, Yao Zhao, Jianzhong Liu
IEEE/CVF ICCV, 2021 - Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow
Shangrong Yang, Chunyu Lin, Kang Liao, Yao Zhao
IEEE/CVF CVPR, 2021 - Distortion-Tolerant Monocular Depth Estimation on Omnidirectional Images Using Dual-Cubemap
Zhijie Shen, Chunyu Lin, Lang Nie, Kang Liao, Yao Zhao
IEEE ICME, 2021 - Image Outpainting With Depth Assistance
Lei Zhang, Kang Liao, Chunyu Lin, Meiqin Liu, Yao Zhao
PRCV, 2021
2020
- 360 Video Compression Based on Sphere-Rotated Frame Prediction
Ning Yu, Chunyu Lin, Yao Zhao, Meiqin Liu, Xue Zhang
IET Image Processing, 14(12): 2711-2718, 2020 - A View-Free Image Stitching Network Based on Global Homography
Lang Nie, Chunyu Lin, Kang Liao, Meiqin Liu, Yao Zhao
Journal of Visual Communication and Image Representation, 73: 102950, 2020 - OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention
Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj, Yang Zheng
IEEE JSTSP, 14(1): 222-231, 2020 - Unsupervised Fisheye Image Correction Through Bidirectional Loss With Geometric Prior
Shangrong Yang, Chunyu Lin, Kang Liao, Yao Zhao, Meiqin Liu
Journal of Visual Communication and Image Representation, 66: 102692, 2020 - PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation
Haojie Liu, Kang Liao, Chunyu Lin, Yao Zhao, Meiqin Liu
Sensors, 20(6): 1573, 2020 - DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time
Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj
IEEE TCSVT, 30(3): 725-733, 2020 - Model-Free Distortion Rectification Framework Bridged by Distortion Distribution Map
Kang Liao, Chunyu Lin, Yao Zhao, Mai Xu
IEEE TIP, 29: 3707-3718, 2020 - Pixel-Level View Synthesis Distortion Estimation for 3D Video Coding
Jian Jin, Jie Liang, Yao Zhao, Chunyu Lin, Chao Yao, Lili Meng
IEEE TCSVT, 30(7): 2229-2239, 2020 - Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective
Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj
IEEE TCSVT, 30(11): 3870-3882, 2020
2019
- Adaptive Streaming in Interactive Multiview Video Systems
Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao, Chunyu Lin
IEEE TCSVT, 29(4): 1130-1144, 2019 - A Depth-Bin-Based Graphical Model for Fast View Synthesis Distortion Estimation
Jian Jin, Jie Liang, Yao Zhao, Chunyu Lin, Chao Yao, Anhong Wang
IEEE TCSVT, 29(6): 1754-1766, 2019
2018 年及更早的论文（含 IEEE TMM、TCSVT 等多描述编码与 3D 视频方向工作）请参见 DBLP 完整列表。
For publications before 2019 (including earlier work on multiple description coding and 3D video in IEEE TMM, TCSVT, etc.), please see the complete list on DBLP.
获奖与荣誉
个人荣誉
- 2024 北京交通大学优秀共产党员
- 2023 中国图象图形学学会科技进步二等奖
- 2023 北京交通大学优秀教师
- 2021 教育部高等学校科学研究优秀成果奖（科学技术）二等奖
- 2021 北京市普通高校优秀本科毕业设计（论文）优秀指导教师
- 2021 学院师德师风先进个人
- 2019 华为奖教金
- 2018 优秀研究生班主任
- 2017 北京交通大学"三育人"先进个人
- 2016 握奇奖教金
- 2016 北京交通大学优秀教学成果奖二等奖
- 2012 北京市科学技术一等奖
- 2011 北京交通大学优秀博士学位论文
- 2010 IIHMSP2010 国际会议最佳论文奖
指导学生获奖
- 2024 中国研究生人工智能大赛国家级一等奖（指导教师）
- 2023 CVPR OmniCV MVL 挑战赛冠军（课题组团队）
- 2023 第五届中国研究生人工智能大赛二等奖（指导教师）
- 2021 第三届中国研究生人工智能大赛二等奖、优秀指导教师
- 2021 "挑战杯"首都大学生课外学术科技作品竞赛"揭榜挂帅"专项二等奖（指导教师）
- 2017 第十届全国大学生创新创业年会国家级一等奖（指导教师）
- 2015 第八届全国大学生创新创业年会国家级二等奖（指导教师）
教学与学生培养
教学工作
- 本科生课程：《C语言程序设计》《专业实践与训练》
- 研究生课程：《数字视频处理》《计算机视觉中的多视几何》
- 先后 7 次担任本硕博班班主任并多次获评优秀班主任；担任"英才计划"导师，指导中学生 6 名并开展科普报告
培养成效
4北京市优秀毕业研究生
5校级优秀研究生毕业生
7校级优秀研究生毕业论文
1校级优秀博士毕业论文
2中国电子学会优秀博士论文
1中国研究生人工智能大赛国家级一等奖
指导本科毕业设计 40 余次（其中 10 人次获优秀、3 人次获校级优秀、1 人次获北京市优秀），指导大学生创新训练计划项目 40 余项（其中国家级 10 项、北京市级 7 项）。
Supervised 40+ undergraduate theses (including 10+ rated excellent, 3 university-level excellent, and 1 Beijing-level excellent) and 40+ College Students' Innovation and Entrepreneurship Training Program projects (10 national-level and 7 Beijing-level).
课题组部分研究生（按公开信息整理）
- 廖康（Kang Liao）：2023 届博士，现为瑞士苏黎世联邦理工学院（ETH Zürich）博士后
- Kang Liao: Ph.D. 2023; now a postdoctoral researcher at ETH Zürich, Switzerland
- 沈志杰（Zhijie Shen）：博士生，CVPR 2023 OmniCV MVL 挑战赛冠军团队负责人，研究生国家奖学金获得者
- Zhijie Shen: Ph.D. student; team lead of the CVPR 2023 OmniCV MVL Challenge champion team; recipient of the National Scholarship for Graduate Students
- 聂浪（Lang Nie）：博士生，图像拼接与畸变矫正方向多项工作第一作者
- Lang Nie: Ph.D. student; first author of multiple works on image stitching and distortion correction
- 王纪元（Jiyuan Wang）：博士生，NeurIPS 2025 论文（Jasmine）第一作者
- Jiyuan Wang: Ph.D. student; first author of the NeurIPS 2025 paper (Jasmine)
- 郑紫硕（Zishuo Zheng）、张春兰（Chunlan Zhang）、杨上容（Shangrong Yang）、刘美琴（Meiqin Liu）、刘昊杰（Haojie Liu）等博士研究生
- Zishuo Zheng, Chunlan Zhang, Shangrong Yang, Meiqin Liu, Haojie Liu, and other Ph.D. students
科研项目（近年）
- 国家自然科学基金面上项目：室内机器人 360 度全向感知及三维建图（2026–2029）
- 国家自然科学基金联合基金项目：面向多源异构城市交通场景的无人驾驶态势认知方法研究（2025–2028）
- 横向项目：面向桌面串流的高质量压缩算法研究（2026–2027）
- 横向项目：人脸和遮挡感知的拼接研究（2025–2026）
- 横向项目：车体故障预测模型软件开发（2024–2026）
- 重点资助项目：自动驾驶场景的多传感器联合自动标定研究（2023–2026）
- 横向项目：智能驾驶场景下的自动标注关键技术研发（2022–2025）
- 横向项目：图像与毫米波雷达数据融合采集及标注（2022–2024）
- 国家自然科学基金面上项目：鱼眼图像处理的关键技术研究（2022–2025）
- 横向项目：基于 RGBD 的静态物体云端三维重建原型系统开发（2021–2022）
- 国家自然科学基金面上项目：深度神经网络辅助的交互式多视点视频技术研究（2019–2022）
- 国家重点研发计划任务：公共路权运行环境下行人运动状态感知、态势分析、风险辨识及预警技术（2018–2020）
学术服务
期刊编委
- 《中国图象图形学报》编委
学会任职
- 中国图象图形学学会高级会员、学术会议与交流工作委员会秘书长
- IEEE Member，中国电子学会会员
会议组织
- NCIG2018 展览主席；ICIG2019、NCIG2020、PRCV2021 出版主席
- PCM2015、APASIAP2016、ICIG2017 分论坛主席
程序委员会（TPC）
- CVPR、ICCV、ECCV、NeurIPS、AAAI、ACM MM、ICME、ICIP 等国际会议
期刊审稿人
- IEEE TPAMI、TIP、TITS、TCSVT、TMM、TIM、SPL、JVCIR、Pattern Recognition 等国际期刊
- 电子学报、计算机学报、通信学报、软件学报、信号处理等国内期刊