Using adaptive run length smoothing algorithm for accurate text localization in images
Text information in images and videos is frequently a key factor for information indexing and retrieval systems. However, text detection in images is a difficult task since it is often embedded in complex backgrounds. In this paper, we propose an accurate text detection and localization method in im...
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Acceso en línea: | http://hdl.handle.net/20.500.12110/paper_03029743_v7042LNCS_n_p149_Rais |
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paperaa:paper_03029743_v7042LNCS_n_p149_Rais2023-06-12T16:47:21Z Using adaptive run length smoothing algorithm for accurate text localization in images Lect. Notes Comput. Sci. 2011;7042 LNCS:149-156 Rais, M. Goussies, N.A. Mejail, M. Complex background Information indexing Key factors Run length smoothing algorithms Smoothing algorithms Text detection Text information Text localization Algorithms Computer vision Information retrieval Pattern recognition systems Search engines Character recognition Text information in images and videos is frequently a key factor for information indexing and retrieval systems. However, text detection in images is a difficult task since it is often embedded in complex backgrounds. In this paper, we propose an accurate text detection and localization method in images based on stroke information and the Adaptive Run Lenght Smoothing Algorithm. Experimental results show that the proposed approach is accurate, has high recall and is robust to various text sizes, fonts, colors and languages. © 2011 Springer-Verlag. Fil:Rais, M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. Fil:Mejail, M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2011 info:eu-repo/semantics/article info:ar-repo/semantics/artículo info:eu-repo/semantics/publishedVersion application/pdf eng info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/2.5/ar http://hdl.handle.net/20.500.12110/paper_03029743_v7042LNCS_n_p149_Rais |
institution |
Universidad de Buenos Aires |
institution_str |
I-28 |
repository_str |
R-134 |
collection |
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) |
language |
Inglés |
orig_language_str_mv |
eng |
topic |
Complex background Information indexing Key factors Run length smoothing algorithms Smoothing algorithms Text detection Text information Text localization Algorithms Computer vision Information retrieval Pattern recognition systems Search engines Character recognition |
spellingShingle |
Complex background Information indexing Key factors Run length smoothing algorithms Smoothing algorithms Text detection Text information Text localization Algorithms Computer vision Information retrieval Pattern recognition systems Search engines Character recognition Rais, M. Goussies, N.A. Mejail, M. Using adaptive run length smoothing algorithm for accurate text localization in images |
topic_facet |
Complex background Information indexing Key factors Run length smoothing algorithms Smoothing algorithms Text detection Text information Text localization Algorithms Computer vision Information retrieval Pattern recognition systems Search engines Character recognition |
description |
Text information in images and videos is frequently a key factor for information indexing and retrieval systems. However, text detection in images is a difficult task since it is often embedded in complex backgrounds. In this paper, we propose an accurate text detection and localization method in images based on stroke information and the Adaptive Run Lenght Smoothing Algorithm. Experimental results show that the proposed approach is accurate, has high recall and is robust to various text sizes, fonts, colors and languages. © 2011 Springer-Verlag. |
format |
Artículo Artículo publishedVersion |
author |
Rais, M. Goussies, N.A. Mejail, M. |
author_facet |
Rais, M. Goussies, N.A. Mejail, M. |
author_sort |
Rais, M. |
title |
Using adaptive run length smoothing algorithm for accurate text localization in images |
title_short |
Using adaptive run length smoothing algorithm for accurate text localization in images |
title_full |
Using adaptive run length smoothing algorithm for accurate text localization in images |
title_fullStr |
Using adaptive run length smoothing algorithm for accurate text localization in images |
title_full_unstemmed |
Using adaptive run length smoothing algorithm for accurate text localization in images |
title_sort |
using adaptive run length smoothing algorithm for accurate text localization in images |
publishDate |
2011 |
url |
http://hdl.handle.net/20.500.12110/paper_03029743_v7042LNCS_n_p149_Rais |
work_keys_str_mv |
AT raism usingadaptiverunlengthsmoothingalgorithmforaccuratetextlocalizationinimages AT goussiesna usingadaptiverunlengthsmoothingalgorithmforaccuratetextlocalizationinimages AT mejailm usingadaptiverunlengthsmoothingalgorithmforaccuratetextlocalizationinimages |
_version_ |
1769810390954278912 |