| Paper: | WP-P3.11 |
| Session: | Video Object Segmentation and Tracking III / Video Shot/Scene Segmentation |
| Time: | Wednesday, September 19, 14:30 - 17:10 |
| Presentation: |
Poster
|
| Title: |
TOWARD AN OPTIMAL SOLUTION FOR MULTITARGET TRACKING |
| Authors: |
Nezamoddin N. Kachouie; University of Waterloo | | |
| | Paul Fieguth; University of Waterloo | | |
| Abstract: |
There are ever increasing number of applications of multi-target tracking and considerable research has been conducted to solve this problem. Multi-target tracking is a NP-hard problem and almost all of the present multi-target tracking algorithms are sub-optimal by finding the solution in a reduced hypothesis space. In this paper we introduce a new approach toward finding the optimal single frame solution for general multi-target tracking problem. Our proposed method finds the optimal solution using linear programming optimization method. The proposed method has been successfully applied to synthetic and real data. |
