阿拉伯语手写文本图像识别与写作者识别数据库

Anis Mezghani, S. Kanoun, Maher Khemakhem, H. E. Abed
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引用次数: 56

摘要

标准数据库在评价和比较不同研究人员获得的结果方面起着至关重要的作用。本文介绍了一个由多作者编写的阿拉伯语手写文本图像数据库(AHTID/MW)。该数据库可用于开放词汇阿拉伯文手写体文本识别、分词和作者识别等方面的研究。AHTID/MW包含由53位阿拉伯语本土作家撰写的3710行文本和22896个单词。此外,还为每个文本图像提供了ground truth注释。该数据库可供全世界的研究人员免费使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Database for Arabic Handwritten Text Image Recognition and Writer Identification
Standard databases play essential roles for evaluating and comparing results obtained by different groups of researchers. In this paper, an Arabic Handwritten Text Images Database written by Multiple Writers (AHTID/MW) is introduced. This database can be used for research in the recognition of Arabic handwritten text with open vocabulary, word segmentation and writer identification. The AHTID/MW contains 3710 text lines and 22896 words written by 53 native writers of Arabic. In addition, ground truth annotation is provided for each text image. The database is freely available for worldwide researchers.
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