9th IEEE International Workshop on Computer Vision in Sports


Visualizing Skiers' Trajectories in Monocular Videos
Matteo Dunnhofer,
Luca Sordi,
Christian Micheloni
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dunnhofer_2023_CVPR, author = {Dunnhofer, Matteo and Sordi, Luca and Micheloni, Christian}, title = {Visualizing Skiers' Trajectories in Monocular Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5188-5198} }

Homography Based Player Identification in Live Sports
Yash Pandya,
Kaustav Nandy,
Shivam Agarwal
[pdf]
[bibtex]
@InProceedings{Pandya_2023_CVPR, author = {Pandya, Yash and Nandy, Kaustav and Agarwal, Shivam}, title = {Homography Based Player Identification in Live Sports}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5209-5218} }

VARS: Video Assistant Referee System for Automated Soccer Decision Making From Multiple Views
Jan Held,
Anthony Cioppa,
Silvio Giancola,
Abdullah Hamdi,
Bernard Ghanem,
Marc Van Droogenbroeck
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Held_2023_CVPR, author = {Held, Jan and Cioppa, Anthony and Giancola, Silvio and Hamdi, Abdullah and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {VARS: Video Assistant Referee System for Automated Soccer Decision Making From Multiple Views}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5086-5097} }

Towards Active Learning for Action Spotting in Association Football Videos
Silvio Giancola,
Anthony Cioppa,
Julia Georgieva,
Johsan Billingham,
Andreas Serner,
Kerry Peek,
Bernard Ghanem,
Marc Van Droogenbroeck
[pdf] [arXiv]
[bibtex]
@InProceedings{Giancola_2023_CVPR, author = {Giancola, Silvio and Cioppa, Anthony and Georgieva, Julia and Billingham, Johsan and Serner, Andreas and Peek, Kerry and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {Towards Active Learning for Action Spotting in Association Football Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5098-5108} }

NeighborTrack: Single Object Tracking by Bipartite Matching With Neighbor Tracklets and Its Applications to Sports
Yu-Hsi Chen,
Chien-Yao Wang,
Cheng-Yun Yang,
Hung-Shuo Chang,
Youn-Long Lin,
Yung-Yu Chuang,
Hong-Yuan Mark Liao
[pdf]
[bibtex]
@InProceedings{Chen_2023_CVPR, author = {Chen, Yu-Hsi and Wang, Chien-Yao and Yang, Cheng-Yun and Chang, Hung-Shuo and Lin, Youn-Long and Chuang, Yung-Yu and Liao, Hong-Yuan Mark}, title = {NeighborTrack: Single Object Tracking by Bipartite Matching With Neighbor Tracklets and Its Applications to Sports}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5139-5148} }

One-Shot Skeleton-Based Action Recognition on Strength and Conditioning Exercises
Michael Deyzel,
Rensu P. Theart
[pdf]
[bibtex]
@InProceedings{Deyzel_2023_CVPR, author = {Deyzel, Michael and Theart, Rensu P.}, title = {One-Shot Skeleton-Based Action Recognition on Strength and Conditioning Exercises}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5169-5178} }

SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries
Hassan Mkhallati,
Anthony Cioppa,
Silvio Giancola,
Bernard Ghanem,
Marc Van Droogenbroeck
[pdf]
[bibtex]
@InProceedings{Mkhallati_2023_CVPR, author = {Mkhallati, Hassan and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5074-5085} }

SPARTAN: Self-Supervised Spatiotemporal Transformers Approach to Group Activity Recognition
Naga VS Raviteja Chappa,
Pha Nguyen,
Alexander H. Nelson,
Han-Seok Seo,
Xin Li,
Page Daniel Dobbs,
Khoa Luu
[pdf] [arXiv]
[bibtex]
@InProceedings{Chappa_2023_CVPR, author = {Chappa, Naga VS Raviteja and Nguyen, Pha and Nelson, Alexander H. and Seo, Han-Seok and Li, Xin and Dobbs, Page Daniel and Luu, Khoa}, title = {SPARTAN: Self-Supervised Spatiotemporal Transformers Approach to Group Activity Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5158-5168} }

All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes
Katja Ludwig,
Julian Lorenz,
Robin Schön,
Rainer Lienhart
[pdf]
[bibtex]
@InProceedings{Ludwig_2023_CVPR, author = {Ludwig, Katja and Lorenz, Julian and Sch\"on, Robin and Lienhart, Rainer}, title = {All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5179-5187} }

Combining Physics and Deep Learning Models To Simulate the Flight of a Golf Ball
William McNally,
Jacob Lambeth,
Dustin Brekke
[pdf]
[bibtex]
@InProceedings{McNally_2023_CVPR, author = {McNally, William and Lambeth, Jacob and Brekke, Dustin}, title = {Combining Physics and Deep Learning Models To Simulate the Flight of a Golf Ball}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5119-5128} }

Self-Supervised Video Interaction Classification Using Image Representation of Skeleton Data
Farzaneh Askari,
Ruixi Jiang,
Zhiwei Li,
Jiatong Niu,
Yuyan Shi,
James J. Clark
[pdf]
[bibtex]
@InProceedings{Askari_2023_CVPR, author = {Askari, Farzaneh and Jiang, Ruixi and Li, Zhiwei and Niu, Jiatong and Shi, Yuyan and Clark, James J.}, title = {Self-Supervised Video Interaction Classification Using Image Representation of Skeleton Data}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5229-5238} }

Monocular 3D Human Pose Estimation for Sports Broadcasts Using Partial Sports Field Registration
Tobias Baumgartner,
Stefanie Klatt
[pdf] [arXiv]
[bibtex]
@InProceedings{Baumgartner_2023_CVPR, author = {Baumgartner, Tobias and Klatt, Stefanie}, title = {Monocular 3D Human Pose Estimation for Sports Broadcasts Using Partial Sports Field Registration}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5109-5118} }

A Scale-Invariant Trajectory Simplification Method for Efficient Data Collection in Videos
Yang Liu,
Luiz G. Hafemann
[pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2023_CVPR, author = {Liu, Yang and Hafemann, Luiz G.}, title = {A Scale-Invariant Trajectory Simplification Method for Efficient Data Collection in Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5129-5138} }

TemPose: A New Skeleton-Based Transformer Model Designed for Fine-Grained Motion Recognition in Badminton
Magnus Ibh,
Stella Grasshof,
Dan Witzner,
Pascal Madeleine
[pdf]
[bibtex]
@InProceedings{Ibh_2023_CVPR, author = {Ibh, Magnus and Grasshof, Stella and Witzner, Dan and Madeleine, Pascal}, title = {TemPose: A New Skeleton-Based Transformer Model Designed for Fine-Grained Motion Recognition in Badminton}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5199-5208} }

Human Spine Motion Capture Using Perforated Kinesiology Tape
Hendrik Hachmann,
Bodo Rosenhahn
[pdf]
[bibtex]
@InProceedings{Hachmann_2023_CVPR, author = {Hachmann, Hendrik and Rosenhahn, Bodo}, title = {Human Spine Motion Capture Using Perforated Kinesiology Tape}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5149-5157} }

SportsPose - A Dynamic 3D Sports Pose Dataset
Christian Keilstrup Ingwersen,
Christian Møller Mikkelstrup,
Janus Nørtoft Jensen,
Morten Rieger Hannemose,
Anders Bjorholm Dahl
[pdf]
[bibtex]
@InProceedings{Ingwersen_2023_CVPR, author = {Ingwersen, Christian Keilstrup and Mikkelstrup, Christian M{\o}ller and Jensen, Janus N{\o}rtoft and Hannemose, Morten Rieger and Dahl, Anders Bjorholm}, title = {SportsPose - A Dynamic 3D Sports Pose Dataset}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5219-5228} }