Tracking human motion in structured environments using a distributed-camera system

• Published in: IEEE transactions on pattern analysis and machine intelligence Vol. 21; no. 11; pp. 1241 - 1247
• Main Authors: Cai, Q., Aggarwal, J.K.
• Format: Journal Article
• Language: English
• Published: IEEE 01.11.1999
• Subjects: Bayesian methods; Cameras; Density; Feasibility; Geometry; Gray-scale; Human; Humans; Image segmentation; Mathematical models; Motion analysis; Motion detection; Pattern recognition; Three dimensional; Tracking

This paper presents a comprehensive framework for tracking coarse human models from sequences of synchronized monocular grayscale images in multiple camera coordinates. It demonstrates the feasibility of an end-to-end person tracking system using a unique combination of motion analysis on 3D geometr...