Multiresolution Approximation of Polygonal Curves in Linear Complexity

Pierre-François Marteau (1) , Gildas Ménier (1)

1 VALORIA - Laboratoire de Recherche en Informatique et ses Applications de Vannes et Lorient

We propose a new algorithm to the problem of polygonal curve approximation based on a multiresolution approach. This algorithm is suboptimal but still maintains some optimality between successive levels of resolution using dynamic programming. We show theoretically and experimentally that this algorithm has a linear complexity in time and space. We experimentally compare the outcomes of our algorithm to the optimal "full search" dynamic programming solution and finally to classical merge and split approaches. The experimental evaluations confirm the theoretical derivations and show that the proposed approach evaluated on 2D coastal maps either show a lower time complexity or provide polygonal approximations closer to the input discrete curves.

Mots clés: Polygonal curves; Polygonal approximation; Dynamic programming; Data reduction; Compression; Multiresolution

Domaines: Vision par ordinateur et reconnaissance de formes [cs.CV]

Pierre-François Marteau, Gildas Ménier. Multiresolution Approximation of Polygonal Curves in Linear Complexity. 2006. ⟨hal-00144451⟩