A Sequential Monte-Carlo and DSmT Based Approach for Conflict Handling in Case of Multiple Targets Tracking

  • Yi Sun
  • Layachi Bentabet
Conference paper

DOI: 10.1007/978-3-540-74260-9_47

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4633)
Cite this paper as:
Sun Y., Bentabet L. (2007) A Sequential Monte-Carlo and DSmT Based Approach for Conflict Handling in Case of Multiple Targets Tracking. In: Kamel M., Campilho A. (eds) Image Analysis and Recognition. ICIAR 2007. Lecture Notes in Computer Science, vol 4633. Springer, Berlin, Heidelberg

Abstract

In this paper, we propose an efficient and robust multiple targets tracking method based on particle filtering and Dezert-Smarandache theory. A model of cue combination is designed with plausible and paradoxical reasoning. The proposed model can resolve the conflict and paradoxes that arise between measured cues due to the particle or total occlusion. Experimental results demonstrate the efficiency and accuracy of the model in case of tracking with multiple cues.

Keywords

Multiple Targets Tracking Sequential Monte-Carlo Dezert-Smarandache Theory Cue Combination 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Yi Sun
    • 1
  • Layachi Bentabet
    • 1
  1. 1.Department of Computer Science, Bishop’s University 

Personalised recommendations