OFFLINE TRACING AND REPRESENTATION OF SIGNATURES

被引:68
作者
LEE, S
PAN, JC
机构
[1] Institute for Robotics and Intelligence Systems, Department of Electrical Engineering-Systems, University of Southern California, Los Angeles
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1992年 / 22卷 / 04期
关键词
D O I
10.1109/21.156588
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A new approach to the representation of signatures in an offline environment is presented. The approach makes a tracing of a signature similar to the way a human normally does and incorporates the dynamic information of the tracing sequence into the representation of the signature. Tracing involves hierarchical decision-making for stroke identification and ordering based on a set of heuristic rules. These heuristic rules work as operators that transform a two-dimensional (2-D) spatial pattern into a one-dimensional (1-D) temporal pattern, thus making it possible to extract the dynamic features of a signature. Following the stroke sequence of a signature identified by the tracing, a multiresolution critical-point segmentation method is proposed to extract local feature points, at varying degrees of scale and coarseness, for representation. Finally, to make the representation translation-, rotation-, and scaling-invariant, a critical-point normalization method is introduced. Experimental results are shown.
引用
收藏
页码:755 / 771
页数:17
相关论文
共 40 条
[1]   SYNTACTIC RECOGNITION OF HANDWRITTEN NUMERALS [J].
ALI, F ;
PAVLIDIS, T .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1977, 7 (07) :537-541
[2]   A METHOD OF RECOGNITION OF ARABIC CURSIVE HANDWRITING [J].
ALMUALLIM, H ;
YAMAGUCHI, S .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (05) :715-722
[3]  
Ammar M., 1986, Eighth International Conference on Pattern Recognition. Proceedings (Cat. No.86CH2342-4), P566
[4]  
Ammar M., 1988, 9th International Conference on Pattern Recognition (IEEE Cat. No.88CH2614-6), P23, DOI 10.1109/ICPR.1988.28163
[5]   THE CURVATURE PRIMAL SKETCH [J].
ASADA, H ;
BRADY, M .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (01) :2-14
[6]  
BOZINOVIC R, 1989, IEEE T PATTERN ANAL, V2, P68
[7]  
Burt P. J., 1988, 9th International Conference on Pattern Recognition (IEEE Cat. No.88CH2614-6), P977, DOI 10.1109/ICPR.1988.28419
[8]   RECOGNITION OF HANDWRITTEN CHINESE-CHARACTERS BY MODIFIED HOUGH TRANSFORM TECHNIQUES [J].
CHENG, FH ;
HSU, WH ;
CHEN, MY .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (04) :429-439
[9]  
DENKER JS, 1989, ADV NEURAL INFORMATI, V1, P323
[10]  
Duda R. O., 1973, PATTERN CLASSIFICATI, V3