Screen LibraryProgress in automatic signature verification /
This volume highlights some of the multidisciplinary aspects of automatic signature verification. The first two chapters serve as an introduction. The first constitutes a review of the literature of the past five years. The second addresses the problem of parallel strategies to construct and optimiz...
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| Corporate Authors: | |
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| Group Author: | |
| Published: |
World Scientific Pub. Co.,
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| Publisher Address: | Singapore ; River Edge, N.J. : |
| Publication Dates: | 1994. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Series in machine perception and artificial intelligence ;
v. 13 |
| Subjects: | |
| Online Access: |
http://www.worldscientific.com/worldscibooks/10.1142/2440#t=toc |
| Summary: |
This volume highlights some of the multidisciplinary aspects of automatic signature verification. The first two chapters serve as an introduction. The first constitutes a review of the literature of the past five years. The second addresses the problem of parallel strategies to construct and optimize feature vectors to describe a signature. The remaining six chapters are divided into two sections: research on static systems and research on dynamic systems. The section on off-line systems describes a system, based on cooperative neural networks for the automatic processing of signatures on checks, for background removal as well as a model-based system that segments the signature into elements which are then processed locally and globally to evaluate the similarity between two specimens. The three papers on on-line systems compare three verification methods, based on statistical models of signature features using the same benchmark, describe a step-wise verification method based on the analysis of the signature components and describe the different design phases of an operational system, focusing on the various decisions that have to be made throughout the development of such a prototype. |
| Carrier Form: | 1 online resource (173pages) : illustrations, ports. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9789812797803 |
| CLC: | TP391.4 |
| Contents: | Introduction. Automatic signature verification: the state of the art - 1989-1993 / F. Leclerc & R. Plamondon -- An evaluation of parallel strategies for feature vector construction in automatic signature verification systems / M.C. Fairhurst & P. Brittan -- Off-line systems. A static signature verification system based on a cooperating neural networks architecture / H. Cardot ... [et al.] -- Off-line verification of Japanese signatures after elimination of background patterns / I. Yoshimura & M. Yoshimura-- Structural interpretation of handwritten signature images / R. Sabourin, R. Plamondon & L. Beaumier -- On-line systems. Statistical methods for on-line signature verification / W. Nelson, W. Turin & T. Hastie -- Component-oriented algorithms for signature verification / G. Dimauro, S. Impedovo & G. Pirlo -- The design of an on-line signature verification system: from theory to practice / R. Plamondon. |