BriefGPT.xyz
Apr, 2016
端到端手写段落识别的联合分割和转录
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition
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Théodore Bluche
TL;DR
本文提出了一种针对离线手写段落文本识别的神经网络模型,利用注意力权重计算图像表示,实现了一种隐式行分割的可训练端到端模型,试验结果表明其性能与传统基于线段的模型竞争力相当,具有将全文档转录实现的潜力。
Abstract
offline handwriting recognition
systems require cropped text line images for both training and recognition. On the one hand, the annotation of position and transcript at line level is costly to obtain. On the other hand, automatic
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