Cart (Loading....) | Create Account
Close category search window

Multi-Target Tracking using Separated Importance Sampling Particle Filters with Joint Image Likelihood

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Chuan-Wen Lai ; Nat. Taiwan Univ., Taipei ; Cheng-Ming Huang ; Li-Chen Fu

In visual tracking, Multi-target tracking (MTT) systems encounter the problem that unavoidably moving targets may overlap each other and the measurement process of each target becomes dependent, so we construct a tracking system with considering joint image likelihood to track recognize targets, even homogeneous ones. Also, in order to enhance the tracking performance, we extend the sequential importance sampling (SIS) particle filter with the separated importance functions for tracking each target and detection at the same time. The overall performance is validated in the experiments and shows the robustness with near real-time tracking.

Published in:

Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on  (Volume:6 )

Date of Conference:

8-11 Oct. 2006

Need Help?

IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.