CVPR 2022 Open Access Repository

Computer Vision in Sports

End-to-End High-Risk Tackle Detection System for Rugby: Naoki Nonaka,

Ryo Fujihira,

Monami Nishio,

Hidetaka Murakami,

Takuya Tajima,

Mutsuo Yamada,

Akira Maeda,

Jun Seita; [pdf]
[bibtex]
@InProceedings{Nonaka_2022_CVPR, author = {Nonaka, Naoki and Fujihira, Ryo and Nishio, Monami and Murakami, Hidetaka and Tajima, Takuya and Yamada, Mutsuo and Maeda, Akira and Seita, Jun}, title = {End-to-End High-Risk Tackle Detection System for Rugby}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3550-3559} }
Recognition of Freely Selected Keypoints on Human Limbs: Katja Ludwig,

Daniel Kienzle,

Rainer Lienhart; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ludwig_2022_CVPR, author = {Ludwig, Katja and Kienzle, Daniel and Lienhart, Rainer}, title = {Recognition of Freely Selected Keypoints on Human Limbs}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3531-3539} }
FenceNet: Fine-Grained Footwork Recognition in Fencing: Kevin Zhu,

Alexander Wong,

John McPhee; [pdf] [arXiv]
[bibtex]
@InProceedings{Zhu_2022_CVPR, author = {Zhu, Kevin and Wong, Alexander and McPhee, John}, title = {FenceNet: Fine-Grained Footwork Recognition in Fencing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3589-3598} }
3D Ball Localization From a Single Calibrated Image: Gabriel Van Zandycke,

Christophe De Vleeschouwer; [pdf]
[bibtex]
@InProceedings{Van_Zandycke_2022_CVPR, author = {Van Zandycke, Gabriel and De Vleeschouwer, Christophe}, title = {3D Ball Localization From a Single Calibrated Image}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3472-3480} }
Semi-Supervised Training To Improve Player and Ball Detection in Soccer: Renaud Vandeghen,

Anthony Cioppa,

Marc Van Droogenbroeck; [pdf] [arXiv]
[bibtex]
@InProceedings{Vandeghen_2022_CVPR, author = {Vandeghen, Renaud and Cioppa, Anthony and Van Droogenbroeck, Marc}, title = {Semi-Supervised Training To Improve Player and Ball Detection in Soccer}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3481-3490} }
Sports Field Registration via Keypoints-Aware Label Condition: Yen-Jui Chu,

Jheng-Wei Su,

Kai-Wen Hsiao,

Chi-Yu Lien,

Shu-Ho Fan,

Min-Chun Hu,

Ruen-Rone Lee,

Chih-Yuan Yao,

Hung-Kuo Chu; [pdf]
[bibtex]
@InProceedings{Chu_2022_CVPR, author = {Chu, Yen-Jui and Su, Jheng-Wei and Hsiao, Kai-Wen and Lien, Chi-Yu and Fan, Shu-Ho and Hu, Min-Chun and Lee, Ruen-Rone and Yao, Chih-Yuan and Chu, Hung-Kuo}, title = {Sports Field Registration via Keypoints-Aware Label Condition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3523-3530} }
Pass Receiver Prediction in Soccer Using Video and Players' Trajectories: Yutaro Honda,

Rei Kawakami,

Ryota Yoshihashi,

Kenta Kato,

Takeshi Naemura; [pdf] [supp]
[bibtex]
@InProceedings{Honda_2022_CVPR, author = {Honda, Yutaro and Kawakami, Rei and Yoshihashi, Ryota and Kato, Kenta and Naemura, Takeshi}, title = {Pass Receiver Prediction in Soccer Using Video and Players' Trajectories}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3503-3512} }
Watch and Act: Dual Interacting Agents for Automatic Generation of Possession Statistics in Soccer: Saikat Sarkar,

Dipti Prasad Mukherjee,

Amlan Chakrabarti; [pdf]
[bibtex]
@InProceedings{Sarkar_2022_CVPR, author = {Sarkar, Saikat and Mukherjee, Dipti Prasad and Chakrabarti, Amlan}, title = {Watch and Act: Dual Interacting Agents for Automatic Generation of Possession Statistics in Soccer}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3560-3568} }
Interaction Classification With Key Actor Detection in Multi-Person Sports Videos: Farzaneh Askari,

Rohit Ramaprasad,

James J. Clark,

Martin D. Levine; [pdf]
[bibtex]
@InProceedings{Askari_2022_CVPR, author = {Askari, Farzaneh and Ramaprasad, Rohit and Clark, James J. and Levine, Martin D.}, title = {Interaction Classification With Key Actor Detection in Multi-Person Sports Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3580-3588} }
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos: Anthony Cioppa,

Silvio Giancola,

Adrien Deliège,

Le Kang,

Xin Zhou,

Zhiyu Cheng,

Bernard Ghanem,

Marc Van Droogenbroeck; [pdf]
[bibtex]
@InProceedings{Cioppa_2022_CVPR, author = {Cioppa, Anthony and Giancola, Silvio and Deli\`ege, Adrien and Kang, Le and Zhou, Xin and Cheng, Zhiyu and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3491-3502} }
Pose Tutor: An Explainable System for Pose Correction in the Wild: Bhat Dittakavi,

Divyagna Bavikadi,

Sai Vikas Desai,

Soumi Chakraborty,

Nishant Reddy,

Vineeth N Balasubramanian,

Bharathi Callepalli,

Ayon Sharma; [pdf]
[bibtex]
@InProceedings{Dittakavi_2022_CVPR, author = {Dittakavi, Bhat and Bavikadi, Divyagna and Desai, Sai Vikas and Chakraborty, Soumi and Reddy, Nishant and Balasubramanian, Vineeth N and Callepalli, Bharathi and Sharma, Ayon}, title = {Pose Tutor: An Explainable System for Pose Correction in the Wild}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3540-3549} }
Efficient Tracking of Team Sport Players With Few Game-Specific Annotations: Adrien Maglo,

Astrid Orcesi,

Quoc-Cuong Pham; [pdf] [arXiv]
[bibtex]
@InProceedings{Maglo_2022_CVPR, author = {Maglo, Adrien and Orcesi, Astrid and Pham, Quoc-Cuong}, title = {Efficient Tracking of Team Sport Players With Few Game-Specific Annotations}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3461-3471} }
MonoTrack: Shuttle Trajectory Reconstruction From Monocular Badminton Video: Paul Liu,

Jui-Hsien Wang; [pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2022_CVPR, author = {Liu, Paul and Wang, Jui-Hsien}, title = {MonoTrack: Shuttle Trajectory Reconstruction From Monocular Badminton Video}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3513-3522} }
SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone Videos: Atom Scott,

Ikuma Uchida,

Masaki Onishi,

Yoshinari Kameda,

Kazuhiro Fukui,

Keisuke Fujii; [pdf]
[bibtex]
@InProceedings{Scott_2022_CVPR, author = {Scott, Atom and Uchida, Ikuma and Onishi, Masaki and Kameda, Yoshinari and Fukui, Kazuhiro and Fujii, Keisuke}, title = {SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3569-3579} }
Ice Hockey Player Identification via Transformers and Weakly Supervised Learning: Kanav Vats,

William McNally,

Pascale Walters,

David A. Clausi,

John S. Zelek; [pdf] [arXiv]
[bibtex]
@InProceedings{Vats_2022_CVPR, author = {Vats, Kanav and McNally, William and Walters, Pascale and Clausi, David A. and Zelek, John S.}, title = {Ice Hockey Player Identification via Transformers and Weakly Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3451-3460} }