Yebin Liu 刘烨斌
Computational Photography and Reconstruction

 

Associate Professor

Broadband Network & Digital Media Lab, Department of Automation,
Tsinghua University, Beijing 100084, China

mailto: liuyebin@mail.tsinghua.edu.cn

PHD Advisor


Courses

Publications
2017
Gaochang Wu, Belen Masia, Adrian Jarabo, Yuchen Zhang, Liangyong Wang, Qionghai Dai, Tianyou Chai, Yebin Liu, Light Field Image Processing: An Overview, IEEE Journal of Selected Topics in Signal Processing, 11(7): 926-954 (2017).
Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, Yebin Liu, BodyFusion: Real-time Capture of Human Motion and Surface Geometry Using a Single Depth Camera, IEEE ICCV 2017
Mengqi Ji, Juergen Gall, Haitian Zheng, Yebin Liu, Fang Lu, SurfaceNet: an End-to-end 3D Neural Network for Multiview Stereopsis, IEEE ICCV 2017

Haitian Zheng, Mengqi Ji, Haoqian Wang, Yebin Liu, Lu Fang, Learning Cross-scale Correspondence and Patch-based Synthesis for Reference-based Super-Resolution, BMVC, 2017

Kaiwen Guo, Feng Xu, Tao Yu, Xiaoyang Liu, Qionghai Dai, Yebin Liu, Real-time Geometry, Albedo and Motion Reconstruction Using a Single RGBD Camera. ACM Transactions on Computer Graphics (TOG), 36(3): 32:1-32:13 (2017), presented in SIGGRAPH 2017
Xiaoyun Yuan, Lu Fang, Qionghai Dai, David J. Brady, Yebin Liu. Multiscale Gigapixel Video: A Cross Resolution Image Matching and Warping Approach. IEEE International Conference on Computational Photography, ICCP 2017.
Gaochang Wu, Mandan Zhao, Liangyong Wang, Qionghai Dai, Tianyou Chai, and Yebin Liu, Light Field Reconstruction Using Deep Convolutional Network on EPI, IEEE CVPR 2017
Hang Yan, Yebin Liu, Yasutaka Furukawa, Turning an Urban Scene Video into a Cinemagraph, IEEE CVPR 2017
Lan Xu, Lu Fang, Wei Cheng, Kaiwen Guo, Guyue Zhou, Qionghai Dai and Yebin Liu. FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras. IEEE Trans. Visualization and Computer Graphics, Accepted
Yanggang Wang , Yebin Liu, Xin Tong, Qionghai Dai, Ping Tan, Outdoor Markerless Motion Capture with Sparse Handheld Video Cameras. IEEE Trans. Visualization and Computer Graphics, Accepted
Kaiwen Guo, Feng Xu, Yangang Wang, Yebin Liu, Qionghai Dai, Robust Non-rigid Motion Tracking and Surface Reconstruction Using L0 Regularization. IEEE Trans. Visualization and Computer Graphics, Accepted
Jingyu Lin, Yebin Liu, Jinli Suo, Qionghai Dai, Frequency-Domain Transient Imaging. IEEE Trans. on Pattern Analysis and Machine Intelligence , 39(5): 937-950 (2017)
Yuwang Wang, Yebin Liu, Wolfgang Heidrich, Qionghai Dai, The Light Field Attachment: Turning a DSLR into a Light Field Camera Using a Low Budget Camera Ring. IEEE Trans. Visualization and Computer Graphics, Accepted
Xiaoyun Yuan, Difei Tang, Yebin Liu, Qing Ling, Lu Fang: Magic glasses: From 2D to 3D. IEEE Trans. Circuits and Systems for Video Technology, Vol. 27, No. 4, pp. 843-854, 2017
Hao Zhu, Yebin Liu, Jingtao Fan, Qionghai Dai, Xun Cao, Video-based Outdoor Human Reconstruction, IEEE Trans. Circuits and Systems for Video Technology, Vol. 27, No. 4, pp. 760-770, 2017
Yongbing Zhang, Huijin Lv, Yebin Liu, Haoqian Wang, Xingzheng Wang, Qian Huang, Xinguang Xiang, and Qionghai Dai, Light Field Depth Estimation via Epipolar Plane Image Analysis and Locally Linear Embedding, IEEE Trans. Circuits and Systems for Video Technology, Vol. 27, No. 4, pp. 739-747, 2017
Kun Li, Jingyu Yang, Leijie Liu, Ronan Boulic, Yukun Lai, Yebin Liu, Yubin Li, and Eray Molla, SPA: Sparse Photorealistic Animation Using a Single RGB-D Camera, IEEE Trans. Circuits and Systems for Video Technology, Vol. 27, No. 4, pp. 771-783, 2017
2016
Kai Li, Jue Wang, Yebin Liu, Li Xu, and Qionghai Dai, Re-Compositable Panoramic Selfie with Robust Multi-Frame Segmentation and Stitching, Computer Graphics Forum (Pacific Graphics), Volume 35, Number 7, 2016
2015
Kaiwen Guo, Feng Xu, Yangang Wang, Yebin Liu, Qionghai Dai, Robust Non-rigid Motion Tracking and Surface Reconstruction Using L0 RegularizationIEEE ICCV 2015
Zhoutong Zhang , Yebin Liu, Qionghai Dai, Light Field from Micro-baseline Image Pair, IEEE CVPR 2015.
Hui Qiao, Jingyu Lin, Yebin Liu, Matthias. B. Hullin, Qionghia. Dai, Resolving Transient Time Profile in ToF Imaging via Log-sum Sparse Regularization, Optics Letters, vol.40, no. 6, March. 2015.
Kaiwen Guo, Feng Xu, Yangang Wang, Yebin Liu, Qionghai Dai, Robust Non-rigid Motion Tracking and Hongbo Ao, Yongbing Zhang, Adrian Jarabo, Belen Masia, Yebin Liu, Diego Gutierrez, Qionghai Dai, Light Field Editing Based on Reparameterization. PCM (1) 2015: 601-610
Yebin Liu, Juergen Gall, Celine Loscos, Qionghai Dai, Reconstruction of Human Motion, Digital Representations of the Real World: How to Capture, Model, and Render Visual Reality, Marcus A. Magnor, Oliver Grau, Olga Sorkine-Hornun, CRC Press, pp 163-179, U.K.
2014
Xing Lin, Yebin Liu, Jiamin Wu, Qionghai Dai, Spatial-spectral Encoded Compressive Hyperspectral Imaging, SIGGRAPH Asia, 33(6),233 (2014)
Genzhi Ye, Elena Garces, Yebin Liu, Qionghai Dai, Diego Gutierrez, Intrinsic Video and Applications, SIGGRAPH (ACM Trans. Graphics) , 33(4), 2014
Jingyu Lin, Yebin Liu, Matthias Hullin, Qionghai Dai, Fourier Analysis on Transient Imaging with a Multifrequency Time-of-Flight Camera, IEEE CVPR , 2014 (Oral, accept rate: 5.75%)
Xin Lin, Gordon Wetzstein, Yebin Liu, Qionghai Dai, Dual-Coded Compressive Hyper-Spectral Imaging, Optics Letters , vol. 39, no. 7, pp.2044-2047, April, 2014
Jiamin Wu, Xing Lin, Yebin Liu, Jinli Suo, and Qionghai Dai. Coded Aperture Pair for Phase Imaging. Optics Letters, 2014.
Kai Li, Qionghai Dai, Ruiping Wang, Yebin Liu, Feng Xu, Jue Wang, A Data-driven Approach for Facial Expression Retargeting in Video, IEEE Trans. Multimedia ,16(2), pp 299-310, 2014
Jiamin Wu, Xing Lin, Yebin Liu, Lei Tian, Laura Waller, and Qionghai Dai. Coded Aperture Pair for Phase Imaging. OSA Computational Optical Sensing and Imaging (COSI), 2014. (Oral)
Guannan Li, Yebin Liu, Qionghai Dai, Free-viewpoint Video Relighting from Multi-view Sequence under General Illumination, Machine Vision and Application, 2014
Ding Liang, Yebin Liu, Wei Yan, Chenggang Yan, and Qionghai Dai. Accurate 3D reconstruction using a Multi-phase ToF Camera, Photonics Asia, 2014.
Yu Zhao, Yebin Liu, Qionghai Dai, Spatiotemporal segmentation for stereoscopic video, IEEE ICME Hot3D Workshop 2014
Yebin Liu, Genzhi Ye, Yangang Wang, Qionghai Dai, Christian Theobalt, Human Performance Capture Using Multiple Handheld Kinects, Book :Computer Vision and Machine Learning with RGB-D Sensors, pp 91-108, July 2014
2013
Yebin Liu, Juergen Gall, Carsten Stoll, Qionghai Dai, Hans-Peter Seidel, Christian Theobalt, Markerless Motion Capture of Multiple Characters Using Multi-view Image Segmentation, IEEE Trans. on Pattern Analysis and Machine Intelligence ,35(11), pp 2720-2735, 2013 (Spotlight Paper)
Yangang Wang, Jianyuan Min, Jianjie Zhang, Yebin Liu, Feng Xu, Qionghai Dai, Jinxiang Chai, Video-based Hand Manipulation Capture Through Composite Motion Control, SIGGRAPH (ACM Trans. Graphics), 32(4), 2013
Guannan Li, Chenglei Wu, Carsten Stoll, Yebin Liu, Kiran Varanasi, Qionghai Dai, Christian Theobalt, Capturing Relightable Human Performances under General Uncontrolled Illumination, Eurographics 2013 (also Computer Graphics Forum 2013), Vol.32(2013), no.2, pp 275-284, 2013.
Genzhi Ye, Yebin Liu, Yue Deng, Nils Hasler, Xiangyang Ji, Qionghai Dai, Christian Theobalt, Free-viewpoint Video of Human Actors using Multiple Handheld Kinects, IEEE Trans. System, Man & Cybernetics Part B, 43(5), pp 1370-1382, 2013
Jinlong Ju , Jue Wang, Yebin Liu, Haoqian Wang, Qionghai Dai, A Progressive Tri-level Segmentation Approach for Topology-Change-Aware Video Matting, Pacific Graphics 2013 (also Computer Graphics Forum 2013), Vol.32(2013), no.7,2013.
Yue Deng, Yanyu Zhao, Yebin Liu, Qionghai Dai, Differences helps Recognition: A Probalilistic Interpretation, PLoS ONE, 8(6): e63385. doi:10.1371/journal.pone.0063385
2012
Genzhi Ye, Yebin Liu, Nils Hasler, Xiangyang Ji, Qionghai Dai, Christian Theobalt, Performance Capture of Interacting Characters with Handheld Kinects, in European Conference on Computer Vision (ECCV), Firenze, Italy, 7-13, Oct, 2012.
Di Wu, Yebin Liu, Ivo Ihrke, Qionghai Dai, Christian Theobalt, Performance Capture of High-Speed Motion Using Staggered Multi-view Recording, Pacific Graphics 2012, (also Computer Graphics Forum 2012), Vol.31, No. 7, pages2019-2028, Sept, 2012.
Kai Li, Feng Xu, Jue Wang, Qionghai Dai, Yebin Liu, A Data-driven Approach for Facial Expression Synthesis in Video, in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, June 16-21, 2012.
Yue Deng, Yebin Liu, Qionghai Dai, Zengke Zhang, Yao Wang, Noisy Depth Maps Fusion for Multi-view Stereo via Matrix Completion, in IEEE Journal of Selected Topics in Signal Processing, vol. 6, No.5, Pages: 566-582, Sept, 2012.
Weihong Deng, Yebin Liu, Jiani Hu, Jun Guo, The Small Sample Size Problem of ICA : A Comparative Study and Analysis, Pattern Recognition , Vol.45, No.12, Dec, 2012, Pages 4438-4450
2011
Chenglei Wu, Kiran Varanasi, Yebin Liu, Hans-Peter Seidel and Christian Theobalt, Shading-based Dynamic Shape Refinement from Multi-view Video under General Illumination, IEEE Int'l Conf. Computer Vision, ICCV 2011, Barcelona, Spain, Nov. 6-13, 2011
Feng Xu, Yebin Liu, Carsten Stoll, James Tompkin, Gaurav Bharaj, Qionghai Dai, Hans-Peter Seidel, Jan Kautz and Christian Theobalt, Video-based Characters - Creating New Human Performances from a Multi-view Video Database, SIGGRAPH , also in ACM Trans. Graphics, 30(4), 2011
Yebin Liu, Carsten Stoll, Guergen Gall, Hans-Peter Seidel, Christian Theobalt, Markerless Motion Capture of Interacting Characters Using Multi-view Image Segmentation, IEEE Int'l Conf. Computer Vision and Pattern Recognition, CVPR , Colorado Springs, June 21-23, 2011 (Oral, accept rate: 3.75%)
Chenglei Wu, Yebin Liu and Qionghai Dai, Fusing Multiview and Photometric Stereo for 3D Reconstruction under Uncalibrated Illumination, IEEE Trans. Visualization and Computer Graphics, August 2011, vol.17 no.8, pp. 1082-1095
Ying Fu, Yebin Liu, Qionghai Dai, Dynamic Shape Capture via Periodical-illumination Optical Flow Estimation and Multi-view Photometric Stereo, International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission, 3DIMPVT 2011, Hangzhou, China, May 17-21, 2011
2010-
Yebin Liu, Qionghai Dai and Wenli Xu, A Point-Cloud-Based Multi-View Stereo Algorithm For Free-viewpoint Video, IEEE trans. Visualization and Computer Graphics, May/June 2010, vol.16 no.3, pp. 407-418
Yebin Liu, Xun Cao, Qionghai Dai and Wenli Xu, Continuous Depth Estimation for Multi-view Stereo, IEEE Int'l Conf. Computer Vision and Pattern Recognition, CVPR 2009, Florida, USA, June, 2009
Chenglei Wu, Yebin Liu, Xiangyang Ji, Qionghai Dai, Multi-view Reconstruction under Varying Illumination Conditions, Oral, IEEE Int'l Conf. Multimedia Expo, ICME'09, Canjun, Mexico, June 29-July3, 2009
Guangwei Yang, Yebin Liu, 3D Object Relighting based on Multi-view Stereo and Image based Relighting Technique, Oral, IEEE Int'l Conf. Multimedia Expo, ICME'09,Canjun, Mexico, June 29-July3, 2009
Xiaoduan Feng, Yebin Liu, Qionghai Dai, Point-cloud Refinement Via Exact Matching", Oral, IEEE Int'l Conf. Multimedia Expo, ICME'09, Canjun, Mexico, June 29-July3, 2009
Yebin Liu, Qionghai Dai and Wenli Xu, Graph-Cuts Fusion of Distance Fidelity Maps for Volumetric Multi-view Stereo, Chinese Journal Of Electronics, 18(3), pp449-454, 2009 (SCI)
Yebin Liu, Qionghai Dai and Wenli Xu, A Wide Base Line Multiple Camera System for High Performance 3D Video and Free Viewpoint Video, Chinese Journal Of Electronics 2009, 18(2):275-280. (SCI)
Qionghai Dai, Yebin Liu and Xu Wenli, Data Compression of Light Field Using Multiscale Edges, Chinese Journal Of Electronics, Vol.16, No.1, pp101-106, 2007 (SCI)
Xun Cao, Yebin Liu and Qionghai Dai, A Flexible Client-Driven 3DTV System for Real-Time Acquisition, Transmission, and Display of Dynamic Scenes, EURASIP Journal on Advances in Signal Processing, Volume 2009, Article ID 351452, doi:10.1155/2009/351452