54 citations · 211 across the 34 of their papers we have counts for
3 papers · 1 filter
Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation
Emma Perkins, Chiranjibi Sitaula, Michael Burke +1
Driver drowsiness has caused a large number of serious injuries and deaths on public roads and incurred billions of taxpayer dollars in costs. Hence, monitoring of drowsiness is cr…
Vision-based system identification and 3D keypoint discovery using dynamics constraints
Miguel Jaques, Martin Asenov, Michael Burke +1
This paper introduces V-SysId, a novel method that enables simultaneous keypoint discovery, 3D system identification, and extrinsic camera calibration from an unlabeled video taken…
Learning data association without data association: An EM approach to neural assignment prediction
Michael Burke, Subramanian Ramamoorthy
Data association is a fundamental component of effective multi-object tracking. Current approaches to data-association tend to frame this as an assignment problem relying on gating…