Justin Dauwels

Bayesian tracking of multiple objects with vision and radar

2016

This paper is concerned with a system for detecting and tracking multiple 3D bounding boxes based on information from multiple sensors. Our framework is built around an inference engine similar to the probability hypothesis density …

Inferring the Climate in Classrooms from Audio and Video Recordings: A Machine Learning Approach

2018

The classroom climate is shaped by a combination of teacher practices and peer relationships. The Classroom Assessment Scoring System (CLASS) has been designed to observe and code classroom interactions between students and teachers in order …