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]
[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]
[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]
[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]
[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]
[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]
[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]
[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}
}