Computer Vision in Sports


SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos
Silvio Giancola,
Mohieddine Amine,
Tarek Dghaily,
Bernard Ghanem
[pdf] [arXiv]
[bibtex]
@InProceedings{Giancola_2018_CVPR_Workshops,
author = {Giancola, Silvio and Amine, Mohieddine and Dghaily, Tarek and Ghanem, Bernard},
title = {SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Deep Decision Trees for Discriminative Dictionary Learning With Adversarial Multi-Agent Trajectories
Tharindu Fernando,
Sridha Sridharan,
Clinton Fookes,
Simon Denman
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Fernando_2018_CVPR_Workshops,
author = {Fernando, Tharindu and Sridharan, Sridha and Fookes, Clinton and Denman, Simon},
title = {Deep Decision Trees for Discriminative Dictionary Learning With Adversarial Multi-Agent Trajectories},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Part-Based Player Identification Using Deep Convolutional Representation and Multi-Scale Pooling
Arda Senocak,
Tae-Hyun Oh,
Junsik Kim,
In So Kweon
[pdf]
[bibtex]
@InProceedings{Senocak_2018_CVPR_Workshops,
author = {Senocak, Arda and Oh, Tae-Hyun and Kim, Junsik and So Kweon, In},
title = {Part-Based Player Identification Using Deep Convolutional Representation and Multi-Scale Pooling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Fine-Grained Activity Recognition in Baseball Videos
AJ Piergiovanni,
Michael S. Ryoo
[pdf] [arXiv]
[bibtex]
@InProceedings{Piergiovanni_2018_CVPR_Workshops,
author = {Piergiovanni, AJ and Ryoo, Michael S.},
title = {Fine-Grained Activity Recognition in Baseball Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Soccer: Who Has the Ball? Generating Visual Analytics and Player Statistics
Rajkumar Theagarajan,
Federico Pala,
Xiu Zhang,
Bir Bhanu
[pdf]
[bibtex]
@InProceedings{Theagarajan_2018_CVPR_Workshops,
author = {Theagarajan, Rajkumar and Pala, Federico and Zhang, Xiu and Bhanu, Bir},
title = {Soccer: Who Has the Ball? Generating Visual Analytics and Player Statistics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Convolutional Neural Networks Based Ball Detection in Tennis Games
Vito Reno,
Nicola Mosca,
Roberto Marani,
Massimiliano Nitti,
Tiziana D'Orazio,
Ettore Stella
[pdf]
[bibtex]
@InProceedings{Reno_2018_CVPR_Workshops,
author = {Reno, Vito and Mosca, Nicola and Marani, Roberto and Nitti, Massimiliano and D'Orazio, Tiziana and Stella, Ettore},
title = {Convolutional Neural Networks Based Ball Detection in Tennis Games},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

A Bottom-Up Approach Based on Semantics for the Interpretation of the Main Camera Stream in Soccer Games
Anthony Cioppa,
Adrien Deliege,
Marc Van Droogenbroeck
[pdf]
[bibtex]
@InProceedings{Cioppa_2018_CVPR_Workshops,
author = {Cioppa, Anthony and Deliege, Adrien and Van Droogenbroeck, Marc},
title = {A Bottom-Up Approach Based on Semantics for the Interpretation of the Main Camera Stream in Soccer Games},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Human Pose As Calibration Pattern; 3D Human Pose Estimation With Multiple Unsynchronized and Uncalibrated Cameras
Kosuke Takahashi,
Dan Mikami,
Mariko Isogawa,
Hideaki Kimata
[pdf]
[bibtex]
@InProceedings{Takahashi_2018_CVPR_Workshops,
author = {Takahashi, Kosuke and Mikami, Dan and Isogawa, Mariko and Kimata, Hideaki},
title = {Human Pose As Calibration Pattern; 3D Human Pose Estimation With Multiple Unsynchronized and Uncalibrated Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Jersey Number Recognition With Semi-Supervised Spatial Transformer Network
Gen Li,
Shikun Xu,
Xiang Liu,
Lei Li,
Changhu Wang
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR_Workshops,
author = {Li, Gen and Xu, Shikun and Liu, Xiang and Li, Lei and Wang, Changhu},
title = {Jersey Number Recognition With Semi-Supervised Spatial Transformer Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Kinematic Pose Rectification for Performance Analysis and Retrieval in Sports
Dan Zecha,
Moritz Einfalt,
Christian Eggert,
Rainer Lienhart
[pdf]
[bibtex]
@InProceedings{Zecha_2018_CVPR_Workshops,
author = {Zecha, Dan and Einfalt, Moritz and Eggert, Christian and Lienhart, Rainer},
title = {Kinematic Pose Rectification for Performance Analysis and Retrieval in Sports},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Automatic Cricket Highlight Generation Using Event-Driven and Excitement-Based Features
Pushkar Shukla,
Hemant Sadana,
Apaar Bansal,
Deepak Verma,
Carlos Elmadjian,
Balasubramanian Raman,
Matthew Turk
[pdf]
[bibtex]
@InProceedings{Shukla_2018_CVPR_Workshops,
author = {Shukla, Pushkar and Sadana, Hemant and Bansal, Apaar and Verma, Deepak and Elmadjian, Carlos and Raman, Balasubramanian and Turk, Matthew},
title = {Automatic Cricket Highlight Generation Using Event-Driven and Excitement-Based Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Estimation of Center of Mass for Sports Scene Using Weighted Visual Hull
Tomoya Kaichi,
Shohei Mori,
Hideo Saito,
Kosuke Takahashi,
Dan Mikami,
Mariko Isogawa,
Hideaki Kimata
[pdf]
[bibtex]
@InProceedings{Kaichi_2018_CVPR_Workshops,
author = {Kaichi, Tomoya and Mori, Shohei and Saito, Hideo and Takahashi, Kosuke and Mikami, Dan and Isogawa, Mariko and Kimata, Hideaki},
title = {Estimation of Center of Mass for Sports Scene Using Weighted Visual Hull},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

A Directed Sparse Graphical Model for Multi-Target Tracking
Mohib Ullah,
Faouzi Alaya Cheikh
[pdf]
[bibtex]
@InProceedings{Ullah_2018_CVPR_Workshops,
author = {Ullah, Mohib and Alaya Cheikh, Faouzi},
title = {A Directed Sparse Graphical Model for Multi-Target Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Estimating the Number of Soccer Players Using Simulation-Based Occlusion Handling
Noor Ul Huda,
Kasper H. Jensen,
Rikke Gade,
Thomas B. Moeslund
[pdf]
[bibtex]
@InProceedings{Huda_2018_CVPR_Workshops,
author = {Ul Huda, Noor and Jensen, Kasper H. and Gade, Rikke and Moeslund, Thomas B.},
title = {Estimating the Number of Soccer Players Using Simulation-Based Occlusion Handling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}