国际手写识别前沿会议(ICFHR 2010) -竞赛概述

H. E. Abed, V. Märgner, M. Blumenstein
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引用次数: 10

摘要

近年来,在模式识别相关的比赛中取得了巨大的成功,参赛人数众多,这表明识别和分类方法取得了重要的进步。如果没有大量真实世界数据的可用性,这种成功是不可想象的。我们已经邀请了在第12届国际手写识别前沿会议(ICFHR2010)框架内举办的比赛的建议。这些比赛的目的应该是评估算法和方法的性能为一个特定的任务手写识别。由一个以上团体组成的八个不同小组提交了他们的提案。这些命题的主题涵盖了手写识别的研究领域,从手写文档分析的预处理到手写文本/单词识别。这些比赛代表了当前的研究课题和前沿的概述手写文件分析和识别。只有5个竞赛获得了足够的参与者(我们已经定义了3个系统的门槛),以便在ICFHR 2010上展示他们的评估。本文介绍了8个竞赛方案,并给出了竞赛组织者名单、参赛制度和参赛方式名单。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
International Conference on Frontiers in Handwriting Recognition (ICFHR 2010) - Competitions Overview
The great success and high number of participants in pattern recognition related competitions last years show an important improvement of recognition and classification approaches. This success is unconceivable without the availability of huge datasets of real world data. We have invited for proposals for competitions to be held in the framework of the 12th International Conference on Frontiers in Handwriting Recognition (ICFHR2010). These competitions should aim at evaluating the performance of algorithms and methods for a particular task of Handwriting Recognition. Eight different teams composed of more than one group have submitted their proposals. The subjects of these propositions cover the field of research of handwriting recognition from pre-processing over handwritten document analysis to handwriting text/word recognition. These competitions represent an overview of current research topics and frontiers in handwriting document analysis and recognition. Only 5 competitions have received enough participants (we have defined the threshold to 3 systems) to present their evaluation at the ICFHR 2010. This paper presents the 8 competition proposals with lists of competition organizers and lists of participating systems and approaches.
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