林春雨

博士、教授

基本信息

办公电话:010-5168466 电子邮件: cylin@bjtu.edu.cn
通讯地址:北京交通大学信息科学研究所9教北618 邮编:100044

教育背景

  • 2011.01, 获北京交通大学 博士 学位 师从赵耀教授
  • 2009.10-2010.10,荷兰代尔夫特理工大学 访问学者 EWI 师从 R.L. (Inald) Lagendijk 教授
  • 2011.07-2012.08,比利时根特大学 博士后 MMLAB 师从 Rik Van de Walle 教授
  • 2020.01-2021.01,加拿大英属哥伦比亚大学 访问学者 师从 Jane Wang 教授

工作经历

研究方向

  • 数字媒体信息处理与智能分析
  • 机器人技术与无人驾驶
  • 人工智能与智能融合
  • 模式识别与智能系统
  • 新一代电子信息技术
  • 软件工程
  • 人工智能

研究领域细化

  • 三维视觉(图像点云标定融合,双目深度估计,RGB-D数据处理,基于深度学习的3D点云目标检测,基于深度学习的三维物体尺寸感知)
  • 图像视频编解码(图像编解码,全景图像视频编码,H.265,HEVC,容错视频编解码,流媒体传输)
  • 基于视觉的ADAS及自动驾驶(3D环视辅助驾驶,行人检测及姿态估计,车道线检测,车道线偏离,停车位检测,红绿灯检测等)
  • 虚拟现实及增强现实中的视觉算法研究(虚拟现实相机,全景图像拼接,增强现实中的平面检测)

招生专业

  • 信息与通信工程硕士
  • 控制科学与工程硕士
  • 新一代电子信息技术硕士
  • 软件工程硕士
  • 人工智能硕士
  • 信息与通信工程博士
  • 控制科学与工程博士
  • 新一代电子信息技术博士

科研项目

  • 北京交通大学: 多源信息融合障碍物检测系统, 2019-2021
  • 国家自然科学基金“面上”: 深度神经网络辅助的交互式多视点视频技术研究, 2019-2022
  • 北京交通大学: TOF超分和边缘优化技术合作项目, 2019-2020
  • 其它: 虚拟现实视频的获取及编码算法, 2019-2021
  • 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
  • 北京交通大学: 中兴产学研项目-神经网络压缩算法FPGA实现, 2018-2020
  • 基本科研业务费: VR视频的高效模型表示及流式传输, 2018-2020
  • 基本科研业务费: 基于人工智能的轨道交通安全, 2018-2024
  • 国家自然科学基金“面上”: 沉浸式3D全景视频的表示编码及传输, 2018-2021
  • 基本科研业务费: 面向轨道交通的跨视域多场景视频内容分析与安全, 2017-2019
  • 教育部: 多媒体数字取证技术与语义实时处理技术在新型不良信息治理中的应用, 2017-2020
  • 北京交通大学: 环视3D全景辅助汽车驾驶系统, 2016-2017
  • 北京交通大学: 汽车全自动泊车系统, 2016-2017
  • 北京交通大学: 汽车高级驾驶辅助系统(ADAS) , 2016-2022
  • 国家自然科学基金: 基于DASH的交互式三维视频系统建模, 2016-2018
  • 基本科研业务费: MPTCP框架下多视点视频的可靠编码, 2015-2017
  • 国家自然科学基金"青年基金": 三维视频显著对象编码及可靠传输, 2015-2017
  • 博士点基金: 结合深度图特性的3D视频的鲁棒编码, 2014-2016
  • 基本科研业务费人才基金: 立体视频中深度信息的提取及其鲁棒编解码, 2012-2014
  • 国家自然科学基金“重大”: 基于对象和MacroCube 的三维视频的编码和理解, 2013-2017

教学工作

  • 本科课程 C语言程序设计
  • 本科课程 专业实践与训练
  • 研究生课程 数字视频处理
  • 研究生课程 计算机视觉中的多视几何

论文/期刊

近年来,课题组围绕图像视频处理,三维视觉处理,自动驾驶和辅助驾驶以及虚拟现实等领域发表论文60余篇,部分论文列表如下:

DBLP查看最新论文列表

期刊论文:


1.     Keyao Zhao, Kang Liao, Chunyu Lin*, Meiqin Liu, and Yao Zhao, “Joint distortion rectification and super-resolution for self-driving scene perception,” Neurocomputing, vol. 435, pp. 176–185, 2021.

2.     Kang Liao, Chunyu Lin*, and Yao Zhao, “A deep ordinal distortion estimation approach for distortion rectification,”IEEE Trans. Image Process., vol. 30, pp. 3362–3375, 2021.

3.     Chunlan Zhang, Kang Liao, Chunyu Lin*, and Yao Zhao, “Pseudo-lidar point cloud magnification,” Neurocomputing, vol. 422, pp. 129–138, 2021.

4.     Ning Yu, Chunyu Lin*, Yao Zhao, Meiqin Liu, and Xue Zhang, “360 video compression based on sphere-rotated frame prediction,” IET Image Process., vol. 14, no. 12, pp. 2711–2718, 2020.

5.     Lang Nie, Chunyu Lin*, Kang Liao, Meiqin Liu, and Yao Zhao, “A view-free image stitching network based on global homography,” J. Vis. Commun. Image Represent., vol. 73, pp. 102950, 2020.

6.     Kang Liao, Chunyu Lin*, Yao Zhao, Moncef Gabbouj, Yang Zheng, OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention. J. Sel. Topics Signal Processing 14(1): 222-231 (2020).

7.     Shangrong Yang, Chunyu Lin*, Kang Liao, Yao Zhao, Meiqin Liu, Unsupervised fisheye image correction through bidirectional loss with geometric prior. J. Vis. Commun. Image Represent. 66: 102692 (2020).

8.     Haojie Liu, Kang Liao, Chunyu Lin*, Yao Zhao, Meiqin Liu, PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation. Sensors 20(6): 1573 (2020).

9.     Kang Liao, Chunyu Lin*, Yao Zhao, Moncef Gabbouj, DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time. IEEE Trans. Circuits Syst. Video Techn. 30(3): 725-733 (2020).

10.   Kang Liao, Chunyu Lin*, Yao Zhao, Mai Xu, Model-Free Distortion Rectification Framework Bridged by Distortion Distribution Map. IEEE Trans. Image Process. 29: 3707-3718 (2020).

11.   Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao, Chunyu Lin, Adaptive Streaming in Interactive Multiview Video Systems. IEEE Trans. Circuits Syst. Video Techn. 29(4): 1130-1144 (2019).

12.   C. Lin, Y. Zhao, J. Xiao and T. Tillo, "Region-based multiple description coding for multiview video plus depth video," in IEEE Transactions on Multimedia, vol.20, no.5, pp.1209-1223, 2018.

13.   Y. Gao, C. Lin*, Y. Zhao, X. Wang, S. Wei and Q. Huang, "3-D Surround View for Advanced Driver Assistance Systems," in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp. 320-328, Jan. 2018.

14.   Qian Li, Chunyu Lin*, Yao Zhao, Geometric Features-Based Parking Slot Detection. Sensors 18(9): 2821, pp.1-16, 2018.

15.   Xue Zhang, Yao Zhao, Tammam Tillo, Chunyu Lin, A packetization strategy for interactive multiview video streaming over lossy networks. Signal Processing 145: 285-294 (2018).

16.   Yan Dong, Chunyu Lin*, Yao Zhao, Chao Yao, Depth map upsampling using joint edge-guided convolutional neural network for virtual view synthesizing, Journal of Electronic Imaging, vol.26, no.4, pp.1- 9, 2017.

17.   Hongyun Lin, Chunyu Lin*, Yao Zhao, Anhong Wang, 3D saliency detection based on background detection, Journal of Visual Communication and Image Representation, vol. 48, pp.238-253, 2017.

18.   Meiqin Liu, Yao Zhao, Jie Liang, Chunyu Lin, Huihui Bai, Chao Yao,Depth map up-sampling with fractal dimension and texture-depth boundary consistencies. Neurocomputing 257: 185-192 (2017).

19.   C. Yao, J. Xiao, T. Tillo, Y. Zhao, C. Lin and H. Bai, "Depth Map Down-Sampling and Coding Based on Synthesized View Distortion," in IEEE Transactions on Multimedia, vol. 18, no. 10, pp. 2015-2022, Oct. 2016.

20.   J. Jin, A. Wang, Y. Zhao, C. Lin and B. Zeng, "Region-Aware 3-D Warping for DIBR," in IEEE Transactions on Multimedia, vol. 18, no. 6, pp. 953-966, June 2016.

21.   Meiqin Liu, Yao Zhao, Chunyu Lin, Huihui Bai, Chao Yao,Resolution-independent Up-sampling for Depth Map Using Fractal Transforms. TIIS 10(6): 2730-2747 (2016).

22.   Xing Zheng, Yao Zhao, Huihui Bai, Chunyu Lin,Fast Algorithm for Intra Prediction of HEVC Using Adaptive Decision Trees. TIIS 10(7): 3286-3300 (2016).

23.   Chunyu Lin, Yao Zhao, Tillo, T. , and Jimin Xiao, Multiple Description Coding for Stereoscopic Videos with Stagger Frame Order, IEEE Transactions on Circuits and Systems for Video Technology, vol.25,no.6,pp.1016-1025, 2015.

24.   Lin C, Zhao Y, Xiao J, et al. Depth Map Coding Using Histogram-Based Segmentation and Depth Range Updating[J]. KSII Transactions on Internet & Information Systems, 2015, 9:1121-1139.

25.   Lin C, Tillo T, Xiao J, et al. Optimizing the deadzone width to improve the polyphase-based multiple description coding[J]. Multimedia Tools & Applications, 2014, 68(3):863-875.

26.   Han Huang, Yao Zhao, Chunyu Lin, Huihui Bai,Fast Intraframe Coding for High Efficiency Video Coding. TIIS 8(3): 1093-1104 (2014).

27.   Lei Liu, Yao Zhao, Chunyu Lin, Huihui Bai,Auto-Covariance Analysis for Depth Map Coding. TIIS 8(9): 3146-3158 (2014).

28.   J. Xiao, T. Tillo, C. Lin, Y. Zhang and Y. Zhao, "A Real-Time Error Resilient Video Streaming Scheme Exploiting the Late- and Early-Arrival Packets," in IEEE Transactions on Broadcasting, vol. 59, no. 3, pp. 432-444, Sept. 2013.

29.   J. Xiao, T. Tillo, C. Lin and Y. Zhao, "Dynamic Sub-GOP Forward Error Correction Code for Real-Time Video Applications," in IEEE Transactions on Multimedia, vol. 14, no. 4, pp. 1298-1308, Aug. 2012.

30.   Chunyu Lin, Tillo, T. , Yao Zhao and Byeungwoo Jeon, Multiple Description Coding for H.264/AVC With Redundancy Allocation at Macro Block Level, IEEE Transactions on Circuits and Systems for Video Technology, vol.21, no.5, pp.589-600, 2011.

31.   Jimin Xiao, Tammam Tillo, Chunyu Lin, Yao Zhao,Error-resilient video coding with end-to-end rate-distortion optimized at macroblock level. EURASIP J. Adv. Sig. Proc. 2011: 80 (2011).

32.   imin Xiao, Tammam Tillo, Chunyu Lin, Yao Zhao,Joint redundant motion vector and intra macroblock refreshment for video transmission. EURASIP J. Image and Video Processing 2011: 12 (2011)

33.   Chunyu Lin, Yao Zhao, Ce Zhu,Two-Stage Multiple Description Image Coding Using TCQ. IJWMIP 7(5): 665-673 (2009).

34.   C. Lin, Y. Zhao and C. Zhu, "Two-Stage Diversity-Based Multiple Description Image Coding," in IEEE Signal Processing Letters, vol. 15, pp. 837-840, 2008.

会议论文:

   

1.               Kang Liao, Chunyu Lin, Lixin Liao, Yao Zhao, Weiyao Lin, Multi-Level Curriculum for Training A Distortion-Aware Barrel Distortion Rectification Model, ICCV, 2021

2.               Kang Liao, Chunyu Lin, Yunchao Wei,Feng Li, Shangrong Yang, Yao Zhao, Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation, ICCV, 2021

3.               Shangrong Yang, Chunyu Lin, Kang Liao, Chunjie Zhang, and Yao Zhao, “Progressively complementary network for fisheye image rectification using appearance flow,” CVPR, 2021.

4.               Shiyuan Li, Chunyu Lin, Kang Liao, Yao Zhao, Xue Zhang, Panoramic Image Quality-Enhancement by Fusing Neural Textures of the Adaptive Initial Viewport. VR Workshops 2020: 817-818.

5.               Yaru Li, Li Yu, Chunyu Lin, Yao Zhao, Moncef Gabbouj,Convolutional Neural Network Based Inter-Frame Enhancement for 360-Degree Video Streaming. PCM (2) 2018: 57-66.

6.               Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao, Chunyu Lin,Optimized receiver control in interactive multiview video streaming systems. ICC 2017: 1-6.

7.               Xin Wang, Chunyu Lin, Yi Gao, Yaru Li, Shikui Wei, Yao Zhao, A Vehicle-Mounted Multi-camera 3D Panoramic Imaging Algorithm Based on Ship-Shaped Model. ICIG (3) 2017: 445-457.

8.                Xinyu Shen, Chunyu Lin, Yao Zhao, Hongyun Lin, Meiqin Liu,Saliency detection using secondary quantization in DCT domain. APSIPA 2016: 1-5.

9.               Yan Dong, Chunyu Lin, Yao Zhao, Chao Yao, Jingxuan Hou,Depth map up-sampling with texture edge feature via sparse representation. VCIP 2016: 1-4.

10.              Jian Jin, Anhong Wang, Yao Zhao, Chunyu Lin,A fast region-level 3D-warping method for depth-image-based rendering. MMSP 2015: 1-6.

11.              Lei Liu, Jie Liang, Yao Zhao, Chunyu Lin, Huihui Bai,Quantized dictionary for sparse representation. MMSP 2015: 1-6.

12.              Hongyun Lin, Chunyu Lin, Yao Zhao, Jimin Xiao, Tammam Tillo,Depth-Based Stereoscopic Projection Approach for 3D Saliency Detection. PCM (1) 2015: 664-673.

13.              Xing Li, Yao Zhao, Chunyu Lin, Chao Yao,Local stereo matching algorithm using rotation-skeleton-based region. MMSP 2014: 1-6.

14.              Lili Meng, Jie Liang, Yao Zhao, Huihui Bai, Chunyu Lin, André Kaup,M-channel multiple description coding based on uniformly offset quantizers with optimal deadzone. ICASSP 2013: 2026-2030.

15.              Chunyu Lin, Yao Zhao, Jimin Xiao, Tammam Tillo,Multiple description video coding based on forward error correction within expanding windows. ICIP 2013: 1909-1913.

16.              Lei Liu, Anhong Wang, Kongfen Zhu, Chunyu Lin, Yao Zhao,Directional block compressed sensing for image coding. ISCAS 2013: 1644-1647




专著/译著

  1. 林春雨,Cock,Slowack,Lambert,Walle.Chater 13 in book Advanced Video Communications over Wireless Networks[M]。国外:Taylor & Francis Inc,2013-02

专利

1.         一种基于旋转的多描述视频编解码方法、装置及系统, PCT/CN2012/084216

2.         延迟约束条件下基于系统RS码的视频编解码系统及其方法, CN102404572 B

3.         基于旋转的多描述视频编解码系统 201110444699.7

4.         图像集中的图像的编码方法和解码方法 201610010094X

5.         一种HEVC帧内编码的快速模式决策算法及其应用  2013103539989

6.        一种深度图像的后处理方法   2015100096901

软件著作权

获奖与荣誉

  • 2011年度北京交通大学优秀博士论文
  • 2010年  IIHMSP2010国际会议最佳论文奖
  • 2012年 北京市科学技术一等奖(rank6)
  • 2016年 北京交通大学优秀教学成果奖二等奖 (rank5)
  • 2016年  握奇奖教金
  • 2017年 北京交通大学三育人先进个人
  • 2018年 优秀研究生班主任
  • 2018年 北京交通大学信息所年度优秀论文奖
  • 2019年 华为奖教金
  • 2014 2016 2017 2018 2019 五年度共六次指导学生获国家级大学生创新训练计划项目
  • 2015 2019 两年度四次指导学生获北京市级大学生创新训练计划项目
  • 2015年 指导学生入围第八届全国大学生创新创业年会,国家级二等奖
  • 2017年 指导学生入围第十届全国大学生创新创业年会,国家级一等奖

社会兼职

  • IEEE Member电子学会会员,中国图像图形学学会高级会员
  • 中国图像图形学学会学术会议与交流工委会秘书长
  • NCIG2018展览主席,ICIG2019出版主席,NCIG2020出版主席
  • PCM2015 APASIAP2016 ICIG2017 分论坛主席
  • IEEE TCSVT, TMM, TIP,TITS, SPL, JVCIR, PR, PR Letter, TWireless, MTP, KIIS, JEL, EURASIP Journal on Image and Video Processing, EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 等期刊审稿人
  • 电子学报,计算机学报,通信学报,软件学报,信号处理,计算机工程与应用,计算机科学与探索等期刊审稿人