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Handwritten Text Line Segmentation by Shredding Text into its Lines

2009 10th International Conference on Document Analysis and Recognition, 2009
In this paper, we propose a novel technique to segment handwritten document images into text lines by shredding their surface with local minima tracers. Our approach is based on the topological assumption that for each text line, there exists a path from one side of the image to the other that traverses only one text line.
Nicolaou A., Gatos B.
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Text Independent Methods for Speech Segmentation

2005
This paper describes several text independent speech segmentation methods. State-of-the-art applications and the prospected use of automatic speech segmentation techniques are presented, including the direct applicability of automatic segmentation in recognition, coding and speech corpora annotation, which is a central issue in today's speech ...
ESPOSITO, Anna, AVERSANO G.
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Text segmentation of digitized clinical texts

2016
In this paper, we present the experiments we made to recover the original page layout structure into two columns from layout damaged digitized files. We designed several CRF-based approaches, either to identify column separator or to classify each token from each line into left or right columns.
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Deep Learning--based Text Classification

ACM Computing Surveys, 2022
Erik Cambria
exaly

Scene Text Segmentation with Text-Focused Transformers