6 citations · 11 across the 5 of their papers we have counts for
6 papers
Evaluating deep tracking models for player tracking in broadcast ice hockey video
Kanav Vats, Mehrnaz Fani, David A. Clausi +1
Tracking and identifying players is an important problem in computer vision based ice hockey analytics. Player tracking is a challenging problem since the motion of players in hock…
Player Tracking and Identification in Ice Hockey
Kanav Vats, Pascale Walters, Mehrnaz Fani +2
Tracking and identifying players is a fundamental step in computer vision-based ice hockey analytics. The data generated by tracking is used in many other downstream tasks, such as…
Multi-task learning for jersey number recognition in Ice Hockey
Kanav Vats, Mehrnaz Fani, David A. Clausi +1
Identifying players in sports videos by recognizing their jersey numbers is a challenging task in computer vision. We have designed and implemented a multi-task learning network fo…
Puck localization and multi-task event recognition in broadcast hockey videos
Kanav Vats, Mehrnaz Fani, David A. Clausi +1
Puck localization is an important problem in ice hockey video analytics useful for analyzing the game, determining play location, and assessing puck possession. The problem is chal…
Localization of Ice-Rink for Broadcast Hockey Videos
Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi +2
In this work, an automatic and simple framework for hockey ice-rink localization from broadcast videos is introduced. First, video is broken into video-shots by a hierarchical part…
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions
Kanav Vats, Mehrnaz Fani, Pascale Walters +2
In problems such as sports video analytics, it is difficult to obtain accurate frame level annotations and exact event duration because of the lengthy videos and sheer volume of vi…