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Player Tracking and Identification in Ice Hockey


Oct 06, 2021
Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John Zelek


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Multi-task learning for jersey number recognition in Ice Hockey


Aug 17, 2021
Kanav Vats, Mehrnaz Fani, David A. Clausi, John Zelek

* Accepted to the 4th International ACM Workshop on Multimedia Content Analysis in Sports 

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Puck localization and multi-task event recognition in broadcast hockey videos


May 21, 2021
Kanav Vats, Mehrnaz Fani, David A. Clausi, John Zelek

* Accepted at CVSports 2021 

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DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera


May 20, 2021
William McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee


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EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution


Nov 17, 2020
William McNally, Kanav Vats, Alexander Wong, John McPhee


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Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions


Apr 13, 2020
Kanav Vats, Mehrnaz Fani, Pascale Walters, David A. Clausi, John Zelek


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PuckNet: Estimating hockey puck location from broadcast video


Dec 11, 2019
Kanav Vats, William McNally, Chris Dulhanty, Zhong Qiu Lin, David A. Clausi, John Zelek


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Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning


Apr 21, 2019
Devinder Kumar, Ibrahim Ben-Daya, Kanav Vats, Jeffery Feng, Graham Taylor and, Alexander Wong

* CVPR 2019 XAI Workshop accepted 

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KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation


Mar 24, 2019
Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John Zelek


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GolfDB: A Video Database for Golf Swing Sequencing


Mar 15, 2019
William McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong


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Temporal Hockey Action Recognition via Pose and Optical Flows


Dec 22, 2018
Zixi Cai, Helmut Neher, Kanav Vats, David Clausi, John Zelek


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