CVPR 2024 Open Access Repository

10th IEEE International Workshop on Computer Vision in Sports (CVsports)

No Bells Just Whistles: Sports Field Registration by Leveraging Geometric Properties: Marc Gutiérrez-Pérez,

Antonio Agudo; [pdf]
[bibtex]
@InProceedings{Gutierrez-Perez_2024_CVPR, author = {Guti\'errez-P\'erez, Marc and Agudo, Antonio}, title = {No Bells Just Whistles: Sports Field Registration by Leveraging Geometric Properties}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3325-3334} }
Video Interaction Recognition using an Attention Augmented Relational Network and Skeleton Data: Farzaneh Askari,

Cyril Yared,

Rohit Ramaprasad,

Devin Garg,

Anjun Hu,

James J. Clark; [pdf] [supp]
[bibtex]
@InProceedings{Askari_2024_CVPR, author = {Askari, Farzaneh and Yared, Cyril and Ramaprasad, Rohit and Garg, Devin and Hu, Anjun and Clark, James J.}, title = {Video Interaction Recognition using an Attention Augmented Relational Network and Skeleton Data}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3225-3234} }
AutoSoccerPose: Automated 3D Posture Analysis of Soccer Shot Movements: Calvin Yeung,

Kenjiro Ide,

Keisuke Fujii; [pdf] [arXiv]
[bibtex]
@InProceedings{Yeung_2024_CVPR, author = {Yeung, Calvin and Ide, Kenjiro and Fujii, Keisuke}, title = {AutoSoccerPose: Automated 3D Posture Analysis of Soccer Shot Movements}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3214-3224} }
Pseudo-label Based Unsupervised Fine-tuning of a Monocular 3D Pose Estimation Model for Sports Motions: Tomohiro Suzuki,

Ryota Tanaka,

Kazuya Takeda,

Keisuke Fujii; [pdf]
[bibtex]
@InProceedings{Suzuki_2024_CVPR, author = {Suzuki, Tomohiro and Tanaka, Ryota and Takeda, Kazuya and Fujii, Keisuke}, title = {Pseudo-label Based Unsupervised Fine-tuning of a Monocular 3D Pose Estimation Model for Sports Motions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3315-3324} }
FineRehab: A Multi-modality and Multi-task Dataset for Rehabilitation Analysis: Jianwei Li,

Jun Xue,

Rui Cao,

Xiaoxia Du,

Siyu Mo,

Kehao Ran,

Zeyan Zhang; [pdf] [supp]
[bibtex]
@InProceedings{Li_2024_CVPR, author = {Li, Jianwei and Xue, Jun and Cao, Rui and Du, Xiaoxia and Mo, Siyu and Ran, Kehao and Zhang, Zeyan}, title = {FineRehab: A Multi-modality and Multi-task Dataset for Rehabilitation Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3184-3193} }
Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains: Bruno Cabado,

Anthony Cioppa,

Silvio Giancola,

Andrés Villa,

Bertha Guijarro-Berdiñas,

Emilio J. Padrón,

Bernard Ghanem,

Marc Van Droogenbroeck; [pdf]
[bibtex]
@InProceedings{Cabado_2024_CVPR, author = {Cabado, Bruno and Cioppa, Anthony and Giancola, Silvio and Villa, Andr\'es and Guijarro-Berdi\~nas, Bertha and Padr\'on, Emilio J. and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3386-3398} }
Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality Assessment: Lauren Okamoto,

Paritosh Parmar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Okamoto_2024_CVPR, author = {Okamoto, Lauren and Parmar, Paritosh}, title = {Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3204-3213} }
Table Tennis Ball Spin Estimation with an Event Camera: Thomas Gossard,

Julian Krismer,

Andreas Ziegler,

Jonas Tebbe,

Andreas Zell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gossard_2024_CVPR, author = {Gossard, Thomas and Krismer, Julian and Ziegler, Andreas and Tebbe, Jonas and Zell, Andreas}, title = {Table Tennis Ball Spin Estimation with an Event Camera}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3347-3356} }
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics: Jerrin Bright,

Bavesh Balaji,

Yuhao Chen,

David A Clausi,

John S Zelek; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bright_2024_CVPR, author = {Bright, Jerrin and Balaji, Bavesh and Chen, Yuhao and A Clausi, David and Zelek, John S}, title = {PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3420-3429} }
Medium Scale Benchmark for Cricket Excited Actions Understanding: Altaf Hussain,

Noman Khan,

Muhammad Munsif,

Min Je Kim,

Sung Wook Baik; [pdf]
[bibtex]
@InProceedings{Hussain_2024_CVPR, author = {Hussain, Altaf and Khan, Noman and Munsif, Muhammad and Kim, Min Je and Baik, Sung Wook}, title = {Medium Scale Benchmark for Cricket Excited Actions Understanding}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3399-3409} }
A General Framework for Jersey Number Recognition in Sports Video: Maria Koshkina,

James H. Elder; [pdf] [arXiv]
[bibtex]
@InProceedings{Koshkina_2024_CVPR, author = {Koshkina, Maria and Elder, James H.}, title = {A General Framework for Jersey Number Recognition in Sports Video}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3235-3244} }
Rugby Scene Classification Enhanced by Vision Language Model: Naoki Nonaka,

Ryo Fujihira,

Toshiki Koshiba,

Akira Maeda,

Jun Seita; [pdf] [supp]
[bibtex]
@InProceedings{Nonaka_2024_CVPR, author = {Nonaka, Naoki and Fujihira, Ryo and Koshiba, Toshiki and Maeda, Akira and Seita, Jun}, title = {Rugby Scene Classification Enhanced by Vision Language Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3256-3266} }
ExerAIde: AI-assisted Multimodal Diagnosis for Enhanced Sports Performance and Personalised Rehabilitation: Ahmed Qazi,

Asim Iqbal; [pdf]
[bibtex]
@InProceedings{Qazi_2024_CVPR, author = {Qazi, Ahmed and Iqbal, Asim}, title = {ExerAIde: AI-assisted Multimodal Diagnosis for Enhanced Sports Performance and Personalised Rehabilitation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3430-3438} }
A Stroke of Genius: Predicting the Next Move in Badminton: Magnus Ibh,

Stella Graßhof,

Dan Witzner Hansen; [pdf]
[bibtex]
@InProceedings{Ibh_2024_CVPR, author = {Ibh, Magnus and Gra{\ss}hof, Stella and Hansen, Dan Witzner}, title = {A Stroke of Genius: Predicting the Next Move in Badminton}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3376-3385} }
SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos: Arnaud Leduc,

Anthony Cioppa,

Silvio Giancola,

Bernard Ghanem,

Marc Van Droogenbroeck; [pdf]
[bibtex]
@InProceedings{Leduc_2024_CVPR, author = {Leduc, Arnaud and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3280-3292} }
Event-based Ball Spin Estimation in Sports: Takuya Nakabayashi,

Kyota Higa,

Masahiro Yamaguchi,

Ryo Fujiwara,

Hideo Saito; [pdf]
[bibtex]
@InProceedings{Nakabayashi_2024_CVPR, author = {Nakabayashi, Takuya and Higa, Kyota and Yamaguchi, Masahiro and Fujiwara, Ryo and Saito, Hideo}, title = {Event-based Ball Spin Estimation in Sports}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3367-3375} }
Augmenting Pass Prediction via Imitation Learning in Soccer Simulations: Takeshi Kaneko,

Rei Kawakami,

Takeshi Naemura,

Nakamasa Inoue; [pdf] [supp]
[bibtex]
@InProceedings{Kaneko_2024_CVPR, author = {Kaneko, Takeshi and Kawakami, Rei and Naemura, Takeshi and Inoue, Nakamasa}, title = {Augmenting Pass Prediction via Imitation Learning in Soccer Simulations}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3194-3203} }
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos: Atom Scott,

Ikuma Uchida,

Ning Ding,

Rikuhei Umemoto,

Rory Bunker,

Ren Kobayashi,

Takeshi Koyama,

Masaki Onishi,

Yoshinari Kameda,

Keisuke Fujii; [pdf] [arXiv]
[bibtex]
@InProceedings{Scott_2024_CVPR, author = {Scott, Atom and Uchida, Ikuma and Ding, Ning and Umemoto, Rikuhei and Bunker, Rory and Kobayashi, Ren and Koyama, Takeshi and Onishi, Masaki and Kameda, Yoshinari and Fujii, Keisuke}, title = {TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3357-3366} }
MV-Soccer: Motion-Vector Augmented Instance Segmentation for Soccer Player Tracking: Fahad Majeed,

Nauman Ullah Gilal,

Khaled Al-Thelaya,

Yin Yang,

Marco Agus,

Jens Schneider; [pdf] [supp]
[bibtex]
@InProceedings{Majeed_2024_CVPR, author = {Majeed, Fahad and Gilal, Nauman Ullah and Al-Thelaya, Khaled and Yang, Yin and Agus, Marco and Schneider, Jens}, title = {MV-Soccer: Motion-Vector Augmented Instance Segmentation for Soccer Player Tracking}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3245-3255} }
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap: Vladimir Somers,

Victor Joos,

Anthony Cioppa,

Silvio Giancola,

Seyed Abolfazl Ghasemzadeh,

Floriane Magera,

Baptiste Standaert,

Amir M. Mansourian,

Xin Zhou,

Shohreh Kasaei,

Bernard Ghanem,

Alexandre Alahi,

Marc Van Droogenbroeck,

Christophe De Vleeschouwer; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Somers_2024_CVPR, author = {Somers, Vladimir and Joos, Victor and Cioppa, Anthony and Giancola, Silvio and Ghasemzadeh, Seyed Abolfazl and Magera, Floriane and Standaert, Baptiste and Mansourian, Amir M. and Zhou, Xin and Kasaei, Shohreh and Ghanem, Bernard and Alahi, Alexandre and Van Droogenbroeck, Marc and De Vleeschouwer, Christophe}, title = {SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3293-3305} }
T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos: Artur Xarles,

Sergio Escalera,

Thomas B. Moeslund,

Albert Clapés; [pdf] [supp]
[bibtex]
@InProceedings{Xarles_2024_CVPR, author = {Xarles, Artur and Escalera, Sergio and Moeslund, Thomas B. and Clap\'es, Albert}, title = {T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3410-3419} }
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models: Jan Held,

Hani Itani,

Anthony Cioppa,

Silvio Giancola,

Bernard Ghanem,

Marc Van Droogenbroeck; [pdf]
[bibtex]
@InProceedings{Held_2024_CVPR, author = {Held, Jan and Itani, Hani and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3267-3279} }
Multi-Modal Hit Detection and Positional Analysis in Padel Competitions: Robbe Decorte,

Martin Paré,

Jelle Vanhaeverbeke,

Joachim Taelman,

Maarten Slembrouck,

Steven Verstockt; [pdf]
[bibtex]
@InProceedings{Decorte_2024_CVPR, author = {Decorte, Robbe and Par\'e, Martin and Vanhaeverbeke, Jelle and Taelman, Joachim and Slembrouck, Maarten and Verstockt, Steven}, title = {Multi-Modal Hit Detection and Positional Analysis in Padel Competitions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3306-3314} }
A Universal Protocol to Benchmark Camera Calibration for Sports: Floriane Magera,

Thomas Hoyoux,

Olivier Barnich,

Marc Van Droogenbroeck; [pdf] [arXiv]
[bibtex]
@InProceedings{Magera_2024_CVPR, author = {Magera, Floriane and Hoyoux, Thomas and Barnich, Olivier and Van Droogenbroeck, Marc}, title = {A Universal Protocol to Benchmark Camera Calibration for Sports}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3335-3346} }