Optimal algorithm for progressive polygon approximation of discrete planar curves

The problem of optimal polygon approximation of a discrete planar curve is addressed in this paper. Towards this end, an optimal algorithm using the progressive polygon approximation approach is proposed for a given acceptable approximation error and initial vertex. The proposed algorithm is optimal because it determines the minimal number of edges for a given approximation error tolerance. The proposed scheme can be extended to the approximation of digital contours wherein the contour points and the polygon vertices are restricted to the integer plane Z/sup 2/.

[1]  Kai-Kuang Ma,et al.  A novel scheme for progressive polygon approximation of shape contours , 1999, 1999 IEEE Third Workshop on Multimedia Signal Processing (Cat. No.99TH8451).

[2]  Urs Ramer,et al.  An iterative procedure for the polygonal approximation of plane curves , 1972, Comput. Graph. Image Process..

[3]  Theodosios Pavlidis,et al.  Algorithms for Shape Analysis of Contours and Waveforms , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Aggelos K. Katsaggelos,et al.  MPEG-4 and rate-distortion-based shape-coding techniques , 1998, Proc. IEEE.

[5]  Ioannis Pitas,et al.  Digital Image Processing Algorithms , 1993 .

[6]  Thomas L. Hemminger,et al.  Polygonal representation: A maximum likelihood approach , 1990, Comput. Vis. Graph. Image Process..