6 citations · 6 across the 5 of their papers we have counts for
5 papers
Domain-Guided Masked Autoencoders for Unique Player Identification
Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla +4
Unique player identification is a fundamental module in vision-driven sports analytics. Identifying players from broadcast videos can aid with various downstream tasks such as play…
Understanding the Effects of Second-Order Approximations in Natural Policy Gradient Reinforcement Learning
Brennan Gebotys, Alexander Wong, David A. Clausi
Natural policy gradient methods are popular reinforcement learning methods that improve the stability of policy gradient methods by utilizing second-order approximations to precond…
M2A: Motion Aware Attention for Accurate Video Action Recognition
Brennan Gebotys, Alexander Wong, David A. Clausi
Advancements in attention mechanisms have led to significant performance improvements in a variety of areas in machine learning due to its ability to enable the dynamic modeling of…
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…
A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging
Robert Amelard, David A Clausi, Alexander Wong
Photoplethysmographic imaging is a camera-based solution for non-contact cardiovascular monitoring from a distance. This technology enables monitoring in situations where contact-b…