This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Segmenting Handwritten Signatures at Their Perceptually Important Points
September 1993 (vol. 15 no. 9)
pp. 953-957

A new algorithm for segmenting continuous handwritten signatures sampled by a digitizer is described. The segmentation points are found using a two-step procedure. The principal step is to construct a function that weights the perceptual importance of every signature point according to its specific neighboring points. The second step points out the various local maxima of this function that correspond to where the signature should be segmented. The method is well illustrated and tested on a number of signatures that require different kinds of segmentation decisions.

[1] J. -J. Brault and R. Plamondon, "Handwritten curve partitioning based on geometrical and sequential information," inProc. Third Int. Symp. Handwriting Comput. Applications(Montréal), July 1987, pp. 56-58.
[2] J. -J. Brault, "Proposition et vérification d'un coefficient de difficultéd'imitation des signatures manuscrites," Ph.D. thesis, Ecole Polytechnique de Montréal, Canada, 384 pages, Dec. 1988.
[3] J. -J. Brault and R. Plamondon, "How to detect problematic signers for automatic signature verification," inProc. 1989 Int. Carnahan Conf. Security Technology(Zurich), Oct. 1989, pp. 127-132.
[4] J. -J. Brault and R. Plamondon, "A complexity measure of handwritten curves: Modeling of dynamic signature forgery," to be published inIEEE Trans. Syst. Man Cybern., vol. 23, no. 2, Mar./Apr. 1993.
[5] M.A. Fischler and R. C. Bolles, "Perceptual organization and curve partitioning,"IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-8, no. 1, pp. 100-105, 1986.
[6] H. Freeman and L. Davis, "A corner-finding algorithm for chain-coded curves,"IEEE Trans. Comput., vol. C-26, pp. 297-303, Mar. 1977.
[7] B. Kruse and C. V. K. Rao, "A matched filtering technique for corner detection," inProc. 4th Int. Conf. Patt. Recogn., 1978, pp. 642-644.
[8] T. Pavlidis and S. T. Horowitz, "Segmentation of plane curves,"IEEE Trans. Comput., vol. C-23, pp. 860-870, Aug. 1974.
[9] R. Plamondon and G. Lorette, "Automatic signature verification and writer authentication: The state of the art,"Patt. Recogn., vol. 22, no. 2, pp 107-131, 1989.
[10] R. Plamondon, "A theory of rapid movements," inTutorials in Motor Behavour II(G. E. Stelmach and J. Requin, Eds.). Amsterdam: Elsevier, North-Holland, 1992, pp. 55-69.
[11] R. Plamondon, "A model-based segmentation framework for computer processing of handwriting," inProc. 11th Int. Conf. Patt. Recogn.(The Hague, The Netherlands), Sept. 1992, pp. 303-307.

Index Terms:
handwritten signature segmentation; perceptually important points; continuous handwritten signatures; two-step procedure; image segmentation; optical character recognition
Citation:
J.J. Brault, R. Plamondon, "Segmenting Handwritten Signatures at Their Perceptually Important Points," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 9, pp. 953-957, Sept. 1993, doi:10.1109/34.232079
Usage of this product signifies your acceptance of the Terms of Use.