Title :
Task-oriented camera assignment in a video network
Author :
Li, Yiming ; Bhanu, Bir
Author_Institution :
Center for Res. in Intell. Syst., Univ. of California at Riverside, Riverside, CA, USA
Abstract :
Camera assignment and hand-off are some of the key image processing problems in a video network. In this paper, we propose a new approach for camera assignment and hand-off in a video network. The camera assignment problem is modeled as a weakly acyclic game which allows the design of utility functions based on different user-supplied criteria. A theoretical and experimental comparison of the proposed approach with the two recently proposed approaches based on potential game theory and constraint satisfaction problem is provided. This comparison shows that the proposed approach is theoretically more general and computationally more efficient than the other approaches.
Keywords :
cameras; game theory; video signal processing; constraint satisfaction problem; image processing problems; potential game theory; task-oriented camera assignment; user-supplied criteria; video network; weakly acyclic game; Cameras; Camera assignment; Camera hand-off; Constraint satisfaction problem; Potential game; Weakly acyclic game;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413837