Title :
Fast algorithm for multiple-objects min-ϵ problem
Author :
Kolesnikov, Alexander ; Franti, Pasi
Author_Institution :
Dept. of Comput. Sci., Joensuu Univ., Finland
Abstract :
Fast algorithm for joint near-optimal approximation of multiple polygonal curves is proposed. It is based on iterative reduced-search dynamic programming introduced earlier for the min-ε problem of a single polygonal curve. The proposed algorithm jointly optimizes the number of line segments allocated to the different individual curves, and the approximation of the curves by the given number of segments. Trade-off between time and optimality is controlled by the breadth of (the search, and by the numbers of iterations applied.
Keywords :
computer graphics; dynamic programming; iterative methods; pattern recognition; iterative reduced-search dynamic programming; joint near-optimal approximation; line segment optimization; multiple polygonal curve; multiple-object min-ϵ problem; polygonal curve; Approximation error; Artificial intelligence; Cost function; Dynamic programming; Equations; Iterative algorithms; Resource management; State-space methods; Tree graphs;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246938