27 citations · 39 across the 12 of their papers we have counts for
4 papers · 1 filter
PuckNet: Estimating hockey puck location from broadcast video
Kanav Vats, William McNally, Chris Dulhanty +3
Puck location in ice hockey is essential for hockey analysts for determining the location of play and analyzing game events. However, because of the difficulty involved in obtainin…
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning
Devinder Kumar, Ibrahim Ben-Daya, Kanav Vats +3
In this study, we propose the leveraging of interpretability for tasks beyond purely the purpose of explainability. In particular, this study puts forward a novel strategy for leve…
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation
Kanav Vats, Helmut Neher, Alexander Wong +2
In this paper, we present a novel approach called KPTransfer for improving modeling performance for keypoint detection deep neural networks via domain transfer between different ke…
GolfDB: A Video Database for Golf Swing Sequencing
William McNally, Kanav Vats, Tyler Pinto +3
The golf swing is a complex movement requiring considerable full-body coordination to execute proficiently. As such, it is the subject of frequent scrutiny and extensive biomechani…