A dynamic programming approach for fitting digital planar curves with line segments and circular arcs

被引:30
作者
Horng, JH
Li, JT
机构
[1] Jin Wen Inst Technol, Dept Elect Engn, Taipei, Taiwan
[2] Wu Feng Jr Coll Technol & Commerce, Dept Informat Management, Chiayi, Taiwan
关键词
curve fitting; line segment; circular arc; dynamic programming; perceptual error; segmentation;
D O I
10.1016/S0167-8655(00)00104-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A curve-fitting method is proposed to approximate digital planar curves using line segments and circular arcs. Two subjective judgment criteria for perceptual significance are discussed. Then, an objective measure of perceptual error is defined based on the two criteria to evaluate the synthesized curve. For each sub-segment of the given digital curve, an optimal analytic curve can be designed to minimize the perceptual error of fitting. Using dynamic programming, we locate the optimal segmentation points which minimize the overall perceptual error. Experiments show that our method gives perceptually more significant representations of digital curves. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:183 / 197
页数:15
相关论文
共 21 条
[1]   NONPARAMETRIC DOMINANT POINT DETECTION [J].
ANSARI, N ;
HUANG, KW .
PATTERN RECOGNITION, 1991, 24 (09) :849-862
[2]   Another look at the dominant point detection of digital curves [J].
Cornic, P .
PATTERN RECOGNITION LETTERS, 1997, 18 (01) :13-25
[3]  
Hu JM, 1997, PATTERN RECOGN, V30, P701, DOI 10.1016/S0031-3203(96)00105-7
[4]   Segmentation of digital plane curves: A dynamic focusing approach [J].
Ichoku, C ;
Deffontaines, B ;
Chorowicz, J .
PATTERN RECOGNITION LETTERS, 1996, 17 (07) :741-750
[5]  
JIAFENG Y, 1993, SYSTEM COMPUT JPN, V24, P1338
[6]   WAVELET-BASED CORNER DETECTION [J].
LEE, JS ;
SUN, YN ;
CHEN, CH ;
TSAI, CT .
PATTERN RECOGNITION, 1993, 26 (06) :853-865
[7]   OPTIMAL SPLINE FITTING TO PLANAR SHAPE [J].
LU, F ;
MILIOS, EE .
SIGNAL PROCESSING, 1994, 37 (01) :129-140
[8]   CORNER DETECTION AND CURVE REPRESENTATION USING CUBIC B-SPLINES [J].
MEDIONI, G ;
YASUMOTO, Y .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1987, 39 (03) :267-278
[9]   A fast two-class classifier for 2D data using complex-moment-preserving principle [J].
Pei, SC ;
Cheng, CM .
PATTERN RECOGNITION, 1996, 29 (03) :519-531
[10]   FITTING DIGITAL CURVE USING CIRCULAR ARCS [J].
PEI, SC ;
HORNG, JH .
PATTERN RECOGNITION, 1995, 28 (01) :107-116