Tracking Multiple Objects
from Single, Multiple or Moving Uncalibrated Cameras

Jinman Kang


Abstract

We address three key elements of the video-based activity analysis in various types of camera configuration. The three aspects are detection, tracking, and multiple views integration. We present an approach to perform robust visual-based multiple objects detection and tracking from a single or multiple uncalibrated cameras for video-based activity understanding. It is anticipated that this work will also provide and demonstrate a framework for combining multiple sources of information from various sensors (e.g. monocular information, 2D and 3D motion, and structures).


Maintained by Philippos Mordohai