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2011 International Conference on Document Analysis and Recognition
Template Based Segmentation of Touching Components in Handwritten Text Lines
Beijing, China
September 18-September 21
ISBN: 978-0-7695-4520-2
| ASCII Text | x | ||
| Le Kang, David Doermann, "Template Based Segmentation of Touching Components in Handwritten Text Lines," Document Analysis and Recognition, International Conference on, pp. 569-573, 2011 International Conference on Document Analysis and Recognition, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/ICDAR.2011.120, author = {Le Kang and David Doermann}, title = {Template Based Segmentation of Touching Components in Handwritten Text Lines}, journal ={Document Analysis and Recognition, International Conference on}, volume = {0}, year = {2011}, issn = {1520-5363}, pages = {569-573}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.120}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Document Analysis and Recognition, International Conference on TI - Template Based Segmentation of Touching Components in Handwritten Text Lines SN - 1520-5363 SP569 EP573 A1 - Le Kang, A1 - David Doermann, PY - 2011 KW - touching KW - segmentation KW - dictionary KW - shape context KW - thin-plate-spline KW - inner-distance VL - 0 JA - Document Analysis and Recognition, International Conference on ER - | |||
In this paper, we present a template based approach to the segmentation of touching components in handwritten text lines. Local patches around touching components are identified and a dictionary is created consisting of template patches together with their correct segmentations. We use two shape context based methods to compute similarity between input patches and dictionary templates to find the best match. The template's known segmentation is then transformed to segment the input patch. Experiments are carried on a dataset of touching text lines.
Index Terms:
touching, segmentation, dictionary, shape context, thin-plate-spline, inner-distance
Citation:
Le Kang, David Doermann, "Template Based Segmentation of Touching Components in Handwritten Text Lines," icdar, pp.569-573, 2011 International Conference on Document Analysis and Recognition, 2011
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