The 4NSigComp2010 off-line signature verification competition: Scenario 2
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| 68969_1.pdf | 289Kb | Adobe PDF | View |
| Title | The 4NSigComp2010 off-line signature verification competition: Scenario 2 |
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| Author | Blumenstein, Michael Myer; Ferrer, Miguel A.; Vargas, J. F. |
| Publication Title | 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010) |
| Editor | Patrick Kellenberger |
| Year Published | 2010 |
| Place of publication | United States |
| Publisher | IEEE |
| Abstract | The objective of this competition (4NSigComp2010) is to ascertain the performance of automatic off-line signature verifiers to evaluate recent technology developments in the areas of document analysis and machine learning. The current paper focuses on the second scenario, which aims at performance evaluation of off-line signature verification systems on a newly-created large dataset that comprises genuine, simulated signatures produced by unskilled imitators or random signatures (genuine signatures from other writers). Ten systems were evaluated, and some interesting results are presented in terms of accuracy and execution time. The top ranking system attained an overall error of 8.94%. This result interestingly correlates with the top ranking accuracy achieved in a previous signature verification competition at ICDAR 2009. |
| Peer Reviewed | Yes |
| Published | Yes |
| Alternative URI | http://dx.doi.org/10.1109/ICFHR.2010.117 |
| Copyright Statement | Copyright 2010 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. |
| ISBN | 9780769542218 |
| Conference name | 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010) |
| Location | Kolkata, India |
| Date From | 2010-11-16 |
| Date To | 2010-11-18 |
| URI | http://hdl.handle.net/10072/37832 |
| Date Accessioned | 2011-03-13 |
| Date Available | 2011-04-19T07:03:47Z |
| Language | en_AU |
| Research Centre | Institute for Integrated and Intelligent Systems |
| Faculty | Faculty of Science, Environment, Engineering and Technology |
| Subject | Pattern Recognition and Data Mining |
| Publication Type | Conference Publications (Full Written Paper - Refereed) |
| Publication Type Code | e1 |
Please use this identifier to cite this record: http://hdl.handle.net/10072/37832
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