Smart video surveillance: exploring the concept of multiscale spatiotemporal tracking
Top Cited Papers
- 14 March 2005
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Signal Processing Magazine
- Vol. 22 (2) , 38-51
- https://doi.org/10.1109/msp.2005.1406476
Abstract
Situation awareness is the key to security. Awareness requires information that spans multiple scales of space and time. Smart video surveillance systems are capable of enhancing situational awareness across multiple scales of space and time. However, at the present time, the component technologies are evolving in isolation. To provide comprehensive, nonintrusive situation awareness, it is imperative to address the challenge of multiscale, spatiotemporal tracking. This article explores the concepts of multiscale spatiotemporal tracking through the use of real-time video analysis, active cameras, multiple object models, and long-term pattern analysis to provide comprehensive situation awareness.Keywords
This publication has 10 references indexed in Scilit:
- Appearance models for occlusion handlingImage and Vision Computing, 2006
- Face cataloger: multi-scale imaging for relating identity to locationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2004
- Face recognition based on fitting a 3D morphable modelPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object DetectionPublished by Springer Nature ,2003
- Video-Based Surveillance SystemsPublished by Springer Nature ,2002
- Design, analysis, and engineering of video monitoring systems: an approach and a case studyProceedings of the IEEE, 2001
- Distributed architectures and logical-task decomposition in multimedia surveillance systemsProceedings of the IEEE, 2001
- Learning patterns of activity using real-time trackingPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2000
- W/sup 4/: real-time surveillance of people and their activitiesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2000
- A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lensesIEEE Journal on Robotics and Automation, 1987