University of Waterloo

Jerrin Bright

M.A.Sc. 2024

Jerrin Bright completed his Master’s degree in the Department of Systems Design Engineering under the supervision of Prof. John Zelek. He was a member of the Sports Analytics Research Group at the Vision and Image Processing Lab. Jerrin’s primary research focused on developing robust 3D human pose estimation approaches for the quantitative analysis of baseball players. His joint work with the Baltimore Orioles of Major League Baseball (MLB) aimed to improve player performance, enable better strategic decision-making, and aid in injury prevention using the estimated 3D poses of baseball players.

In addition, Jerrin worked on unique player identification and 2D pose estimation of players for sports including ice-hockey and soccer using low-resolution broadcast videos with occlusion and motion blur.

Email: jerrin.bright@uwaterloo.ca
Portfolio: https://jerrinbright.github.io/

Supervisors
John Zelek
Research interests
Jerrin’s research interests include human pose estimation, action recognition, unique player identification, camera perspective projections, and 3D modelling using monocular images.