Computer Vision in Sports


Auto-Curation and Personalization of Sports Highlights Through Multimodal Excitement Measures
Michele Merler,
Dhiraj Joshi,
Quoc-Bao Nguyen,
Stephen Hammer,
John Kent,
John R. Smith,
Rogerio S. Feris
[pdf]
[bibtex]
@InProceedings{Merler_2017_CVPR_Workshops,
author = {Merler, Michele and Joshi, Dhiraj and Nguyen, Quoc-Bao and Hammer, Stephen and Kent, John and Smith, John R. and Feris, Rogerio S.},
title = {Auto-Curation and Personalization of Sports Highlights Through Multimodal Excitement Measures},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Singlets: Multi-Resolution Motion Singularities for Soccer Video Abstraction
Katy Blanc,
Diane Lingrand,
Frederic Precioso
[pdf]
[bibtex]
@InProceedings{Blanc_2017_CVPR_Workshops,
author = {Blanc, Katy and Lingrand, Diane and Precioso, Frederic},
title = {Singlets: Multi-Resolution Motion Singularities for Soccer Video Abstraction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Learning to Score Olympic Events
Paritosh Parmar,
Brendan Tran Morris
[pdf] [arXiv]
[bibtex]
@InProceedings{Parmar_2017_CVPR_Workshops,
author = {Parmar, Paritosh and Tran Morris, Brendan},
title = {Learning to Score Olympic Events},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Hockey Action Recognition via Integrated Stacked Hourglass Network
Mehrnaz Fani,
Helmut Neher,
David A. Clausi,
Alexander Wong,
John Zelek
[pdf]
[bibtex]
@InProceedings{Fani_2017_CVPR_Workshops,
author = {Fani, Mehrnaz and Neher, Helmut and Clausi, David A. and Wong, Alexander and Zelek, John},
title = {Hockey Action Recognition via Integrated Stacked Hourglass Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Extraction and Classification of Diving Clips From Continuous Video Footage
Aiden Nibali,
Zhen He,
Stuart Morgan,
Daniel Greenwood
[pdf] [arXiv]
[bibtex]
@InProceedings{Nibali_2017_CVPR_Workshops,
author = {Nibali, Aiden and He, Zhen and Morgan, Stuart and Greenwood, Daniel},
title = {Extraction and Classification of Diving Clips From Continuous Video Footage},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Accurate and Efficient 3D Human Pose Estimation Algorithm Using Single Depth Images for Pose Analysis in Golf
Soonchan Park,
Ju Yong Chang,
Hyuk Jeong,
Jae-Ho Lee,
Ji-Young Park
[pdf]
[bibtex]
@InProceedings{Park_2017_CVPR_Workshops,
author = {Park, Soonchan and Yong Chang, Ju and Jeong, Hyuk and Lee, Jae-Ho and Park, Ji-Young},
title = {Accurate and Efficient 3D Human Pose Estimation Algorithm Using Single Depth Images for Pose Analysis in Golf},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Athlete Pose Estimation by a Global-Local Network
Jihye Hwang,
Sungheon Park,
Nojun Kwak
[pdf]
[bibtex]
@InProceedings{Hwang_2017_CVPR_Workshops,
author = {Hwang, Jihye and Park, Sungheon and Kwak, Nojun},
title = {Athlete Pose Estimation by a Global-Local Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Continuous Video to Simple Signals for Swimming Stroke Detection With Convolutional Neural Networks
Brandon Victor,
Zhen He,
Stuart Morgan,
Dino Miniutti
[pdf] [arXiv]
[bibtex]
@InProceedings{Victor_2017_CVPR_Workshops,
author = {Victor, Brandon and He, Zhen and Morgan, Stuart and Miniutti, Dino},
title = {Continuous Video to Simple Signals for Swimming Stroke Detection With Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Application of Computer Vision and Vector Space Model for Tactical Movement Classification in Badminton
Kokum Weeratunga,
Anuja Dharmaratne,
Khoo Boon How
[pdf]
[bibtex]
@InProceedings{Weeratunga_2017_CVPR_Workshops,
author = {Weeratunga, Kokum and Dharmaratne, Anuja and Boon How, Khoo},
title = {Application of Computer Vision and Vector Space Model for Tactical Movement Classification in Badminton},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Automatic Tactical Adjustment in Real-Time: Modeling Adversary Formations With Radon-Cumulative Distribution Transform and Canonical Correlation Analysis
Amir M. Rahimi,
Soheil Kolouri,
Rajan Bhattacharyya
[pdf]
[bibtex]
@InProceedings{Rahimi_2017_CVPR_Workshops,
author = {Rahimi, Amir M. and Kolouri, Soheil and Bhattacharyya, Rajan},
title = {Automatic Tactical Adjustment in Real-Time: Modeling Adversary Formations With Radon-Cumulative Distribution Transform and Canonical Correlation Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Classification of Puck Possession Events in Ice Hockey
Moumita Roy Tora,
Jianhui Chen,
James J. Little
[pdf]
[bibtex]
@InProceedings{Tora_2017_CVPR_Workshops,
author = {Roy Tora, Moumita and Chen, Jianhui and Little, James J.},
title = {Classification of Puck Possession Events in Ice Hockey},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Football Action Recognition Using Hierarchical LSTM
Takamasa Tsunoda,
Yasuhiro Komori,
Masakazu Matsugu,
Tatsuya Harada
[pdf]
[bibtex]
@InProceedings{Tsunoda_2017_CVPR_Workshops,
author = {Tsunoda, Takamasa and Komori, Yasuhiro and Matsugu, Masakazu and Harada, Tatsuya},
title = {Football Action Recognition Using Hierarchical LSTM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Ball 3D Trajectory Reconstruction Without Preliminary Temporal and Geometrical Camera Calibration
Shogo Miyata,
Hideo Saito,
Kosuke Takahashi,
Dan Mikami,
Mariko Isogawa,
Hideaki Kimata
[pdf]
[bibtex]
@InProceedings{Miyata_2017_CVPR_Workshops,
author = {Miyata, Shogo and Saito, Hideo and Takahashi, Kosuke and Mikami, Dan and Isogawa, Mariko and Kimata, Hideaki},
title = {Ball 3D Trajectory Reconstruction Without Preliminary Temporal and Geometrical Camera Calibration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Deep Learning for Domain-Specific Action Recognition in Tennis
Silvia Vinyes Mora,
William J. Knottenbelt
[pdf]
[bibtex]
@InProceedings{Mora_2017_CVPR_Workshops,
author = {Vinyes Mora, Silvia and Knottenbelt, William J.},
title = {Deep Learning for Domain-Specific Action Recognition in Tennis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Court-Based Volleyball Video Summarization Focusing on Rally Scene
Takahiro Itazuri,
Tsukasa Fukusato,
Shugo Yamaguchi,
Shigeo Morishima
[pdf]
[bibtex]
@InProceedings{Itazuri_2017_CVPR_Workshops,
author = {Itazuri, Takahiro and Fukusato, Tsukasa and Yamaguchi, Shugo and Morishima, Shigeo},
title = {Court-Based Volleyball Video Summarization Focusing on Rally Scene},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Measuring Energy Expenditure in Sports by Thermal Video Analysis
Rikke Gade,
Ryan Godsk Larsen,
Thomas B. Moeslund
[pdf]
[bibtex]
@InProceedings{Gade_2017_CVPR_Workshops,
author = {Gade, Rikke and Godsk Larsen, Ryan and Moeslund, Thomas B.},
title = {Measuring Energy Expenditure in Sports by Thermal Video Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}