Fetching the paper…
Reading the bibliography…
We present a system that converts annotated broadcast video of tennis matches into interactively controllable video sprites that behave and appear like professional tennis players.
The OpenCV Library
G. Bradski. 2000 · 2000
Earlier work this paper cites.
Video Textures. In Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH ’00) . ACM Press/Addison-Wesley Publishing Co., USA, 489–498
Arno Schödl, Richard Szeliski, David H. Salesin, and Irfan Essa. 2000 · 2000
Earlier work this paper cites.
Motion Graphs. In Proceedings of the 29th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH ’02) . Association for Computing Machinery, New York, NY, USA, 473?482
Lucas Kovar, Michael Gleicher, and Frédéric Pighin. 2002 · 2002
Earlier work this paper cites.
Interactive Control of Avatars Animated with Human Motion Data
Jehee Lee, Jinxiang Chai, Paul S. A. Reitsma, Jessica K. Hodgins, and Nancy S. Pollard. 2002 · 2002
Earlier work this paper cites.
Controlled Animation of Video Sprites. In Proceedings of the 2002 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA ’02) . Association for Computing Machinery, 121–127
Arno Schödl and Irfan A. Essa. 2002 · 2002
Earlier work this paper cites.
Recognizing Action at a Distance. In Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2 (ICCV ’03) . IEEE Computer Society, USA, 726
Alexei A. Efros, Alexander C. Berg, Greg Mori, and Jitendra Malik. 2003 · 2003
Earlier work this paper cites.
Hawk-eye tennis system. In 2003 International Conference on Visual Information Engineering VIE 2003 . 182–185
N. Owens, C. Harris, and C. Stennett. 2003 · 2003
Earlier work this paper cites.
The Physics and Technology of Tennis
H. Brody, R. Cross, and C. Lindsey. 2004 · 2004
Earlier work this paper cites.
Robust camera calibration for sport videos using court models. In Storage and Retrieval Methods and Applications for Multimedia 2004 , Vol. 5307. International Society for Optics and Photonics, 80–91
Dirk Farin, Susanne Krabbe, Wolfgang Effelsberg, et al · 2004
Earlier work this paper cites.
Image Deformation Using Moving Least Squares
Scott Schaefer, Travis McPhail, and Joe Warren. 2006 · 2006
Earlier work this paper cites.
Human Video Textures. In Proceedings of the 2009 Symposium on Interactive 3D Graphics and Games (I3D ’09) . Association for Computing Machinery, New York, NY, USA, 199–206
Matthew Flagg, Atsushi Nakazawa, Qiushuang Zhang, Sing Bing Kang, Young Kee Ryu, Irfan Essa, and James M. Rehg. 2009 · 2009
Earlier work this paper cites.
Scikit-learn: Machine Learning in Python
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. 2011 · 2011
Earlier work this paper cites.
Tennis Real Play
J. Lai, C. Chen, P. Wu, C. Kao, M. Hu, and S. Chien. 2012 · 2012
Cited alongside, same era.
The Thin Edge of the Wedge: Accurately Predicting Shot Outcomes in Tennis using Style and Context Priors. In MIT Sloan Sports Analytics Conference (MITSSAC ’16) . Boston, MA
X. Wei, P. Lucey, S. Morgan, M. Reid, and S. Sridharan. 2016 · 2016
Cited alongside, same era.
Forecasting the Next Shot Location in Tennis Using Fine-Grained Spatiotemporal Tracking Data
X. Wei, P. Lucey, S. Morgan, and S. Sridharan. 2016 · 2016
Cited alongside, same era.
Mask R-CNN. In Proceedings of the IEEE International Conference on Computer Vision (ICCV) . IEEE, 2980–2988
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick. 2017 · 2017
Cited alongside, same era.
Image-to-Image Translation with Conditional Adversarial Networks. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . 5967–5976
P. Isola, J. Zhu, T. Zhou, and A. A. Efros. 2017 · 2017
Cited alongside, same era.
Detect-and-track: Efficient pose estimation in videos. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . 350–359
Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, Manohar Paluri, and Du Tran. 2018 · 2018
Later among the works it cites.
Densepose: Dense human pose estimation in the wild. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . 7297–7306
Rıza Alp Güler, Natalia Neverova, and Iasonas Kokkinos. 2018 · 2018
Later among the works it cites.
Deep Video Portraits
Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Niessner, Patrick Pérez, Christian Richardt, Michael Zollhöfer, and Christian Theobalt. 2018 · 2018
Later among the works it cites.
Density estimation for statistics and data analysis
Bernard W Silverman. 2018 · 2018
Later among the works it cites.
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement. In Proceedings of the IEEE International Conference on Computer Vision . 2730–2739
Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir G Kim, and Ravi Ramamoorthi. 2019 · 2019
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Data-Driven Ghosting using Deep Imitation Learning. In MIT Sloan Sports Analytics Conference (MITSSAC ’17) . Boston, MA
H. Le, P. Carr, Y. Yue, and P. Lucey. 2017 · 2017
Cited alongside, same era.
Not All Passes Are Created Equal: Objectively Measuring the Risk and Reward of Passes in Soccer from Tracking Data. In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’17) . Association for Computing Machinery, New York, NY, USA
Paul Power, Hector Ruiz, Xinyu Wei, and Patrick Lucey. 2017 · 2017
Cited alongside, same era.
Absolute Tennis: The Best And Next Way To Play The Game
Marty Smith. 2017 · 2017
Cited alongside, same era.
Deep Image Matting. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . 311–320
N. Xu, B. Price, S. Cohen, and T. Huang. 2017 · 2017
Cited alongside, same era.
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks. In 2017 IEEE International Conference on Computer Vision (ICCV) . 2242–2251
J. Zhu, T. Park, P. Isola, and A. A. Efros. 2017 · 2017
Cited alongside, same era.
Pairedcyclegan: Asymmetric style transfer for applying and removing makeup. In Proceedings of the IEEE conference on computer vision and pattern recognition . 40–48
Huiwen Chang, Jingwan Lu, Fisher Yu, and Adam Finkelstein. 2018 · 2018
Cited alongside, same era.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation. In Proceedings of the IEEE conference on computer vision and pattern recognition . 8789–8797
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
Everybody Dance Now. In The IEEE International Conference on Computer Vision (ICCV)
Caroline Chan, Shiry Ginosar, Tinghui Zhou, and Alexei A. Efros. 2019 · 2019
Later among the works it cites.
Memory Augmented Deep Generative models for Forecasting the Next Shot Location in Tennis
Tharindu Fernando, Simon Denman, Sridha Sridharan, and Clinton Fookes. 2019 · 2019
Later among the works it cites.
Vid2Game: Controllable Characters Extracted from Real-World Videos
Oran Gafni, Lior Wolf, and Yaniv Taigman. 2019 · 2019
Later among the works it cites.
Neural Animation and Reenactment of Human Actor Videos
L. Liu, W. Xu, M. Zollhoefer, H. Kim, F. Bernard, M. Habermann, W. Wang, and C. Theobalt. 2019 · 2019
Later among the works it cites.
Second Spectrum Corporate Website
Second Spectrum, Inc. 2020 · 2020
Closest in time.
SportVU 2.0: Real-Time Optical Tracking
StatsPerform, Inc. 2020 · 2020
Closest in time.