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Interactive Layout Detection

机译:交互式布局检测

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摘要

The amounts of ancient documents transcribed by means of Handwritten Text Recognition (HTR) technology have been rising dramatically over the last years. Consequently, the development and enhancement of HTR methods and algorithms have become an important issue in the field, with significant contributions in performance for documents with segmented layout. However, Layout Analysis remains a bottleneck in the development and generalization of HTR technology. In this work a new Interactive-Probabilistic method to obtain document layout is presented. This new method incorporates the user feedback in the Layout Analysis process, in order to provide not just a very accurate layout, but an interactive framework in which user feedback is used to help the system to fix any error.
机译:在过去的几年中,通过手写文本识别(HTR)技术转录的古代文献数量急剧增加。因此,HTR方法和算法的开发和增强已成为该领域的重要问题,对具有分段布局的文档的性能做出了重大贡献。但是,布局分析仍然是HTR技术发展和推广的瓶颈。在这项工作中,提出了一种新的交互式概率方法来获取文档布局。这种新方法在布局分析过程中结合了用户反馈,以便不仅提供非常准确的布局,而且还提供了一个交互式框架,在该框架中,用户反馈用于帮助系统修复任何错误。

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