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Evaluating deep tracking models for player tracking in broadcast ice hockey video


May 22, 2022
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek

* Accepted to Link\"oping Hockey Analytics Conference (LINHAC). arXiv admin note: substantial text overlap with arXiv:2110.03090 

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Bag of Tricks for Natural Policy Gradient Reinforcement Learning


Jan 22, 2022
Brennan Gebotys, Alexander Wong, David A. Clausi


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Ice hockey player identification via transformers


Nov 22, 2021
Kanav Vats, William McNally, Pascale Walters, David A. Clausi, John S. Zelek


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M2A: Motion Aware Attention for Accurate Video Action Recognition


Nov 18, 2021
Brennan Gebotys, Alexander Wong, David A. Clausi


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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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Sentinel-1 Additive Noise Removal from Cross-Polarization Extra-Wide TOPSAR with Dynamic Least-Squares


Jul 12, 2021
Peter Q. Lee, Linlin Xu, David A. Clausi

* Remote Sensing of Environment, vol. 248, p. 111982, October 2020 
* 22 pages, 14 figures 

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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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Localization of Ice-Rink for Broadcast Hockey Videos


Apr 22, 2021
Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi, John Zelek, Alexander Wong

* 6 pages, 2 figures, Poster in WiCV2021 

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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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