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Vlveny, E., Dosch, P., Winstanley, Adam C., Zhou, Yu, Yang, Su, Yan, Luo, Wenyin, Liu, Elliman, Dave, Delalandre, Mathieu, Trupin, Eric, Adam, Sébastien and Ogier, Jean-Marc (2007) A general framework for the evaluation of symbol recognition methods. International Journal of Document Analysis and Recognition (IJDAR), 9 (1). pp. 59-74. ISSN 1433-2833
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Abstract
Performance evaluation is receiving increasing interest in graphics recognition. In this paper, we discuss some questions regarding the definition of a general framework for evaluation of symbol recognition methods. The discussion is centered on three key elements in performance evaluation: test data, evaluation metrics and protocols of evaluation. As a result of this discussion we state some general principles to be taken into account for the definition of such a framework. Finally, we describe the application of this framework to the organization of the first contest on symbol recognition in GREC’03, along with the results obtained by the participants.
| Item Type: | Article |
|---|---|
| Keywords: | Performance evaluation; Symbol recognition; |
| Academic Unit: | Faculty of Science and Engineering > Computer Science |
| Item ID: | 8071 |
| Identification Number: | 10.1007/s10032-006-0033-x |
| Depositing User: | Dr. Adam Winstanley |
| Date Deposited: | 27 Mar 2017 11:26 |
| Journal or Publication Title: | International Journal of Document Analysis and Recognition (IJDAR) |
| Publisher: | Springer Verlag |
| Refereed: | Yes |
| Related URLs: | |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/8071 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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