Computer Vision in Sports
LoL-V2T: Large-Scale Esports Video Description Dataset-
[pdf]
[bibtex]@InProceedings{Tanaka_2021_CVPR, author = {Tanaka, Tsunehiko and Simo-Serra, Edgar}, title = {LoL-V2T: Large-Scale Esports Video Description Dataset}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4557-4566} }
Contrastive Learning for Sports Video: Unsupervised Player Classification-
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[supp]
[arXiv]
[bibtex]@InProceedings{Koshkina_2021_CVPR, author = {Koshkina, Maria and Pidaparthy, Hemanth and Elder, James H.}, title = {Contrastive Learning for Sports Video: Unsupervised Player Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4528-4536} }
Automated Tackle Injury Risk Assessment in Contact-Based Sports - A Rugby Union Example-
[pdf]
[supp]
[bibtex]@InProceedings{Martin_2021_CVPR, author = {Martin, Zubair and Hendricks, Sharief and Patel, Amir}, title = {Automated Tackle Injury Risk Assessment in Contact-Based Sports - A Rugby Union Example}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4594-4603} }
Toward Improving the Visual Characterization of Sport Activities With Abstracted Scene Graphs-
[pdf]
[bibtex]@InProceedings{Rahimi_2021_CVPR, author = {Rahimi, Amir M. and Lee, Kevin and Agarwal, Amit and Kwon, Hyukseong and Bhattacharyya, Rajan}, title = {Toward Improving the Visual Characterization of Sport Activities With Abstracted Scene Graphs}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4500-4507} }
Detecting and Matching Related Objects With One Proposal Multiple Predictions-
[pdf]
[arXiv]
[bibtex]@InProceedings{Liu_2021_CVPR, author = {Liu, Yang and Hafemann, Luiz G. and Jamieson, Michael and Javan, Mehrsan}, title = {Detecting and Matching Related Objects With One Proposal Multiple Predictions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4520-4527} }
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos-
[pdf]
[supp]
[bibtex]@InProceedings{Deliege_2021_CVPR, author = {Deliege, Adrien and Cioppa, Anthony and Giancola, Silvio and Seikavandi, Meisam J. and Dueholm, Jacob V. and Nasrollahi, Kamal and Ghanem, Bernard and Moeslund, Thomas B. and Van Droogenbroeck, Marc}, title = {SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4508-4519} }
Table Tennis Stroke Recognition Using Two-Dimensional Human Pose Estimation-
[pdf]
[arXiv]
[bibtex]@InProceedings{Kulkarni_2021_CVPR, author = {Kulkarni, Kaustubh Milind and Shenoy, Sucheth}, title = {Table Tennis Stroke Recognition Using Two-Dimensional Human Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4576-4584} }
Puck Localization and Multi-Task Event Recognition in Broadcast Hockey Videos-
[pdf]
[arXiv]
[bibtex]@InProceedings{Vats_2021_CVPR, author = {Vats, Kanav and Fani, Mehrnaz and Clausi, David A. and Zelek, John}, title = {Puck Localization and Multi-Task Event Recognition in Broadcast Hockey Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4567-4575} }
Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts-
[pdf]
[arXiv]
[bibtex]@InProceedings{Giancola_2021_CVPR, author = {Giancola, Silvio and Ghanem, Bernard}, title = {Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4490-4499} }
Automatic Play Segmentation of Hockey Videos-
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[bibtex]@InProceedings{Pidaparthy_2021_CVPR, author = {Pidaparthy, Hemanth and Dowling, Michael H. and Elder, James H.}, title = {Automatic Play Segmentation of Hockey Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4585-4593} }
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera-
[pdf]
[arXiv]
[bibtex]@InProceedings{McNally_2021_CVPR, author = {McNally, William and Walters, Pascale and Vats, Kanav and Wong, Alexander and McPhee, John}, title = {DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4547-4556} }
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of Their Representations for Action Spotting-
[pdf]
[arXiv]
[bibtex]@InProceedings{Cioppa_2021_CVPR, author = {Cioppa, Anthony and Deliege, Adrien and Magera, Floriane and Giancola, Silvio and Barnich, Olivier and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of Their Representations for Action Spotting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4537-4546} }