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arXiv 1801.05367cs.DLcs.CV
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TexT -用于手写文档转录和注释的文本提取器工具

TexT - Text Extractor Tool for Handwritten Document Transcription and Annotation

Uppsala University(乌普萨拉大学)

Anders Hast, Per Cullhed, Ekta Vats

摘要:

本文提出了一个大规模历史手写文档的半自动转录框架,并提出了一个简单的用户友好的文本提取工具,用于转录的TexT。所提出的方法提供了一个快速和容易的文本转录使用计算机辅助交互技术。该算法使用单词识别系统在运行中发现标记文本的多次出现。TexT还能够执行手写文本的即时注释,自动生成地面真实标签,以及动态调整和校正用户生成的限界框注释,并完美地封装单词。用户可以查看文档和原始形式的找到的单词,或者删除背景噪音,以便更容易地可视化转录结果。TexT的有效性证明了从著名的公开可用的数据集的档案手稿收集。

英文摘要:

This paper presents a framework for semi-automatic transcription of large-scale historical handwritten documents and proposes a simple user-friendly text extractor tool, TexT for transcription. The proposed approach provides a quick and easy transcription of text using computer assisted interactive technique. The algorithm finds multiple occurrences of the marked text on-the-fly using a word spotting system. TexT is also capable of performing on-the-fly annotation of handwritten text with automatic generation of ground truth labels, and dynamic adjustment and correction of user generated bounding box annotations with the word being perfectly encapsulated. The user can view the document and the found words in the original form or with background noise removed for easier visualization of transcription results. The effectiveness of TexT is demonstrated on an archival manuscript collection from well-known publicly available dataset.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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