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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Malik, M.I. Liwicki, M. |
| Copyright Year | 2012 |
| Abstract | This paper is an effort towards the development of a shared conceptualization regarding automatic signature verification systems. The requirements of both communities, Pattern Recognition and Forensic Handwriting Examiners, are explicitly focused. This is required because an increasing gap regarding evaluation of automatic verification systems is observed in the recent past. The paper addresses three major areas. First, it highlights how signature verification is taken differently in the above mentioned communities and why this gap is increasing. Various factors that widen this gap are discussed with reference to some of the recent signature verification studies and probable solutions are suggested. Second, it discusses the state-of-the-art evaluation and its problems as seen by FHEs. The real evaluation issues faced by FHEs, when trying to incorporate automatic signature verification systems in their routine casework, are presented. Third, it reports a standardized evaluation scheme capable of fulfilling the requirements of both PR researchers and FHEs. |
| Starting Page | 613 |
| Ending Page | 618 |
| File Size | 288713 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781467322621 |
| DOI | 10.1109/ICFHR.2012.205 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-09-18 |
| Publisher Place | Italy |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Forgery Forensics Communities Terminology Error analysis System performance signature datasets Signature verification terminology standardization evaluation forensic casework handwriting examiner |
| Content Type | Text |
| Resource Type | Article |
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