CVPR 2020 Open Access Repository

Computer Vision in Sports

Utilizing Mask R-CNN for Waterline Detection in Canoe Sprint Video Analysis: Marie-Sophie von Braun,

Patrick Frenzel,

Christian Kading,

Mirco Fuchs; [pdf] [video]
[bibtex]
@InProceedings{Braun_2020_CVPR_Workshops,
author = {von Braun, Marie-Sophie and Frenzel, Patrick and Kading, Christian and Fuchs, Mirco},
title = {Utilizing Mask R-CNN for Waterline Detection in Canoe Sprint Video Analysis},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
VR Alpine Ski Training Augmentation Using Visual Cues of Leading Skier: Erwin Wu,

Takayuki Nozawa,

Florian Perteneder,

Hideki Koike; [pdf] [supp]
[bibtex]
@InProceedings{Wu_2020_CVPR_Workshops,
author = {Wu, Erwin and Nozawa, Takayuki and Perteneder, Florian and Koike, Hideki},
title = {VR Alpine Ski Training Augmentation Using Visual Cues of Leading Skier},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Multimodal and Multiview Distillation for Real-Time Player Detection on a Football Field: Anthony Cioppa,

Adrien Deliege,

Noor Ul Huda,

Rikke Gade,

Marc Van Droogenbroeck,

Thomas B. Moeslund; [pdf] [video]
[bibtex]
@InProceedings{Cioppa_2020_CVPR_Workshops,
author = {Cioppa, Anthony and Deliege, Adrien and Huda, Noor Ul and Gade, Rikke and Van Droogenbroeck, Marc and Moeslund, Thomas B.},
title = {Multimodal and Multiview Distillation for Real-Time Player Detection on a Football Field},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Event Detection in Coarsely Annotated Sports Videos via Parallel Multi-Receptive Field 1D Convolutions: Kanav Vats,

Mehrnaz Fani,

Pascale Walters,

David A. Clausi,

John Zelek; [pdf] [video]
[bibtex]
@InProceedings{Vats_2020_CVPR_Workshops,
author = {Vats, Kanav and Fani, Mehrnaz and Walters, Pascale and Clausi, David A. and Zelek, John},
title = {Event Detection in Coarsely Annotated Sports Videos via Parallel Multi-Receptive Field 1D Convolutions},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
TTNet: Real-Time Temporal and Spatial Video Analysis of Table Tennis: Roman Voeikov,

Nikolay Falaleev,

Ruslan Baikulov; [pdf] [supp]
[bibtex]
@InProceedings{Voeikov_2020_CVPR_Workshops,
author = {Voeikov, Roman and Falaleev, Nikolay and Baikulov, Ruslan},
title = {TTNet: Real-Time Temporal and Spatial Video Analysis of Table Tennis},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Using Player's Body-Orientation to Model Pass Feasibility in Soccer: Adria Arbues-Sanguesa,

Adrian Martin,

Javier Fernandez,

Coloma Ballester,

Gloria Haro; [pdf]
[bibtex]
@InProceedings{Arbues-Sanguesa_2020_CVPR_Workshops,
author = {Arbues-Sanguesa, Adria and Martin, Adrian and Fernandez, Javier and Ballester, Coloma and Haro, Gloria},
title = {Using Player's Body-Orientation to Model Pass Feasibility in Soccer},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
A Non-Invasive Vision-Based Approach to Velocity Measurement of Skeleton Training: Murray Evans,

Laurie Needham,

Steffi L. Colyer,

Darren P. Cosker; [pdf] [video]
[bibtex]
@InProceedings{Evans_2020_CVPR_Workshops,
author = {Evans, Murray and Needham, Laurie and Colyer, Steffi L. and Cosker, Darren P.},
title = {A Non-Invasive Vision-Based Approach to Velocity Measurement of Skeleton Training},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
A System for Acquisition and Modelling of Ice-Hockey Stick Shape Deformation From Player Shot Videos: Kaustubha Mendhurwar,

Gaurav Handa,

Leixiao Zhu,

Sudhir Mudur,

Etienne Beauchesne,

Marc LeVangie,

Aiden Hallihan,

Abbas Javadtalab,

Tiberiu Popa; [pdf] [video]
[bibtex]
@InProceedings{Mendhurwar_2020_CVPR_Workshops,
author = {Mendhurwar, Kaustubha and Handa, Gaurav and Zhu, Leixiao and Mudur, Sudhir and Beauchesne, Etienne and LeVangie, Marc and Hallihan, Aiden and Javadtalab, Abbas and Popa, Tiberiu},
title = {A System for Acquisition and Modelling of Ice-Hockey Stick Shape Deformation From Player Shot Videos},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete Recordings: Moritz Einfalt,

Rainer Lienhart; [pdf] [video]
[bibtex]
@InProceedings{Einfalt_2020_CVPR_Workshops,
author = {Einfalt, Moritz and Lienhart, Rainer},
title = {Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete Recordings},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
As Seen on TV: Automatic Basketball Video Production Using Gaussian-Based Actionness and Game States Recognition: Julian Quiroga,

Henry Carrillo,

Edisson Maldonado,

John Ruiz,

Luis M. Zapata; [pdf] [video]
[bibtex]
@InProceedings{Quiroga_2020_CVPR_Workshops,
author = {Quiroga, Julian and Carrillo, Henry and Maldonado, Edisson and Ruiz, John and Zapata, Luis M.},
title = {As Seen on TV: Automatic Basketball Video Production Using Gaussian-Based Actionness and Game States Recognition},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Improved Soccer Action Spotting Using Both Audio and Video Streams: Bastien Vanderplaetse,

Stephane Dupont; [pdf]
[bibtex]
@InProceedings{Vanderplaetse_2020_CVPR_Workshops,
author = {Vanderplaetse, Bastien and Dupont, Stephane},
title = {Improved Soccer Action Spotting Using Both Audio and Video Streams},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Group Activity Detection From Trajectory and Video Data in Soccer: Ryan Sanford,

Siavash Gorji,

Luiz G. Hafemann,

Bahareh Pourbabaee,

Mehrsan Javan; [pdf]
[bibtex]
@InProceedings{Sanford_2020_CVPR_Workshops,
author = {Sanford, Ryan and Gorji, Siavash and Hafemann, Luiz G. and Pourbabaee, Bahareh and Javan, Mehrsan},
title = {Group Activity Detection From Trajectory and Video Data in Soccer},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
FALCONS: FAst Learner-Grader for CONtorted Poses in Sports: Mahdiar Nekoui,

Fidel Omar Tito Cruz,

Li Cheng; [pdf]
[bibtex]
@InProceedings{Nekoui_2020_CVPR_Workshops,
author = {Nekoui, Mahdiar and Cruz, Fidel Omar Tito and Cheng, Li},
title = {FALCONS: FAst Learner-Grader for CONtorted Poses in Sports},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}