Title :
Minmax optimal shape coding using skeleton decomposition
Author :
Wang, Haohong ; Schuster, Guido M. ; Katsaggelos, Aggelos K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
Abstract :
In this paper, we consider the rate-distortion optimal encoding of shape information using a skeleton decomposition and the minimum maximum (minmax) distortion criterion. For bit budget constrained video communication applications, whose goal is to achieve as low as possible but almost constant distortion, the minmax criterion is the natural choice. We propose a 4D DAG (directed acyclic graph) shortest path algorithm implemented by dynamic programming to solve the minimum rate problem, and also provide a solution for the dual minimum distortion problem. Experimental results indicate that our algorithm has an outstanding performance compared with existing methods.
Keywords :
directed graphs; distortion; dynamic programming; minimax techniques; video coding; directed acyclic graph shortest path algorithm; dual minimum distortion problem; dynamic programming; minimum maximum distortion criterion; minimum rate problem; minmax optimal shape coding; rate-distortion optimal encoding; shape information; skeleton decomposition; video communication; Distortion measurement; Dynamic programming; Encoding; Image coding; MPEG 4 Standard; Minimax techniques; Rate-distortion; Shape control; Shape measurement; Skeleton;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1221599