Title :
Optimum Uniform Piecewise Linear Approximation of Planar Curves
Author :
Dunham, James George
Author_Institution :
Department of Electrical Engineering, Southern Methodist University, Dallas, TX 75275.
Abstract :
Two-dimensional digital curves are often uniformly approximated by polygons or piecewise linear curves. Several algorithms have been proposed in the literature to find such curves. We present an algorithm that finds a piecewise linear curve with the minimal number of segments required to approximate a curve within a uniform error with fixed initial and final points. We compare our optimal algorithm to several suboptimal algorithms with respect to the number of linear segments required in the approximation and the execution time of the algorithm.
Keywords :
Approximation algorithms; Feature extraction; Iterative algorithms; Merging; Pattern analysis; Pattern classification; Piecewise linear approximation; Piecewise linear techniques; Shape; Strips; Optimal approximation; piecewise linear approximation; planar curve segmentation; polygonal approximation; scan-along;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1986.4767753