New Approach Based on Texture and Geometric Features for Text Detection
Identifieur interne : 001105 ( Istex/Corpus ); précédent : 001104; suivant : 001106New Approach Based on Texture and Geometric Features for Text Detection
Auteurs : Hinde Anoual ; Sanaa El Fkihi ; Abdelilah Jilbab ; Driss AboutajdineSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2010.
Abstract
Abstract: Due to the huge amount of data carried by images, it is very important to detect and identify the text region as accurately as possible before performing any character recognition. In this paper we describe a text detection algorithm in complex background. It is based on texture and connected components analysis. First we abstract texture regions which usually contain text. Second, we segment the texture regions into suitable objects; the image is segmented into three classes. Finally, we analyze all connected components present in each binary image according to the three classes with the aim to remove non-text regions. Experiments on a benchmark database show the advantages of the new proposed method compared to another one. Especially, our method is insensitive to complex background, font size and color; and offers high precision (83%) and recall(73%) as well.
Url:
DOI: 10.1007/978-3-642-13681-8_19
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huge amount of data carried by images, it is very important to detect and identify the text region as accurately as possible before performing any character recognition. In this paper we describe a text detection algorithm in complex background. It is based on texture and connected components analysis. First we abstract texture regions which usually contain text. Second, we segment the texture regions into suitable objects; the image is segmented into three classes. Finally, we analyze all connected components present in each binary image according to the three classes with the aim to remove non-text regions. Experiments on a benchmark database show the advantages of the new proposed method compared to another one. 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type="first">Fathallah</forename><surname>Nouboud</surname></persName><email>fathallah.Nouboud@uqtr.ca</email><affiliation>Département de Mathématiques et d’ informatique, Université de Québec à Trois-Rivières, C.P. 500, G9A 5H7, Trois-Rivières, Québec, Canada</affiliation></editor><editor><persName><forename type="first">Driss</forename><surname>Mammass</surname></persName><email>driss_mammass@yahoo.fr</email><affiliation>Faculté des Sciences, Université IbnZohr, Agadir, Morocco</affiliation></editor><editor><persName><forename type="first">Jean</forename><surname>Meunier</surname></persName><email>meunier@iro.umontreal.ca</email><affiliation>Département d’ Informatique et de Recherche Opérationnelle, Université de Montreal, H3C 3J7, Montréal, QC, Canada</affiliation></editor><imprint><publisher>Springer Berlin Heidelberg</publisher><pubPlace>Berlin, Heidelberg</pubPlace><date type="published" when="2010"></date><biblScope unit="volume">6134</biblScope><biblScope unit="page" 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In this paper we describe a text detection algorithm in complex background. It is based on texture and connected components analysis. First we abstract texture regions which usually contain text. Second, we segment the texture regions into suitable objects; the image is segmented into three classes. Finally, we analyze all connected components present in each binary image according to the three classes with the aim to remove non-text regions. Experiments on a benchmark database show the advantages of the new proposed method compared to another one. Especially, our method is insensitive to complex background, font size and color; and offers high precision (83%) and recall(73%) as well.</p></abstract><textClass><keywords scheme="Book Subject Collection"><list><label>SUCO11645</label><item><term>Computer Science</term></item></list></keywords></textClass><textClass><keywords scheme="Book Subject Group"><list><label>I</label><label>I22021</label><label>I2203X</label><label>I16021</label><label>I22013</label><label>I22005</label><label>I22040</label><item><term>Computer Science</term></item><item><term>Image Processing and Computer Vision</term></item><item><term>Pattern Recognition</term></item><item><term>Algorithm Analysis and Problem Complexity</term></item><item><term>Computer Graphics</term></item><item><term>Computer Imaging, Vision, Pattern Recognition and Graphics</term></item><item><term>Biometrics</term></item></list></keywords></textClass></profileDesc><revisionDesc><change when="2010">Published</change><change 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5H7</Postcode><City>Trois-Rivières</City><State>Québec</State><Country>Canada</Country></OrgAddress></Affiliation><Affiliation ID="Aff18"><OrgDivision>Faculté des Sciences</OrgDivision><OrgName>Université IbnZohr</OrgName><OrgAddress><City>Agadir</City><Country>Morocco</Country></OrgAddress></Affiliation><Affiliation ID="Aff19"><OrgDivision>Département d’ Informatique et de Recherche Opérationnelle</OrgDivision><OrgName>Université de Montreal</OrgName><OrgAddress><Postcode>H3C 3J7</Postcode><City>Montréal</City><State>QC</State><Country>Canada</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part2"><PartInfo TocLevels="0"><PartID>2</PartID><PartSequenceNumber>2</PartSequenceNumber><PartTitle>Pattern Recognition</PartTitle><PartChapterCount>10</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Image and Signal Processing</BookTitle></PartContext></PartInfo><Chapter ID="Chap19" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>19</ChapterID><ChapterDOI>10.1007/978-3-642-13681-8_19</ChapterDOI><ChapterSequenceNumber>19</ChapterSequenceNumber><ChapterTitle Language="En">New Approach Based on Texture and Geometric Features for Text Detection</ChapterTitle><ChapterFirstPage>157</ChapterFirstPage><ChapterLastPage>164</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2010</CopyrightYear></ChapterCopyright><ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant><AbstractGrant Grant="OpenAccess"></AbstractGrant><BodyPDFGrant Grant="Restricted"></BodyPDFGrant><BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant><BibliographyGrant Grant="Restricted"></BibliographyGrant><ESMGrant Grant="Restricted"></ESMGrant></ChapterGrants><ChapterContext><SeriesID>558</SeriesID><PartID>2</PartID><BookID>978-3-642-13681-8</BookID><BookTitle>Image and Signal Processing</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff20"><AuthorName DisplayOrder="Western"><GivenName>Hinde</GivenName><FamilyName>Anoual</FamilyName></AuthorName><Contact><Email>hindanoual@yahoo.fr</Email></Contact></Author><Author AffiliationIDS="Aff20 Aff21"><AuthorName DisplayOrder="Western"><GivenName>Sanaa</GivenName><Particle>El</Particle><FamilyName>Fkihi</FamilyName></AuthorName><Contact><Email>elfkihi@ensias.ma</Email></Contact></Author><Author AffiliationIDS="Aff20 Aff22"><AuthorName DisplayOrder="Western"><GivenName>Abdelilah</GivenName><FamilyName>Jilbab</FamilyName></AuthorName><Contact><Email>jilbab@enset-rabat.ac.ma</Email></Contact></Author><Author AffiliationIDS="Aff20"><AuthorName DisplayOrder="Western"><GivenName>Driss</GivenName><FamilyName>Aboutajdine</FamilyName></AuthorName><Contact><Email>aboutaj@fsr.ac.ma</Email></Contact></Author><Affiliation ID="Aff20"><OrgDivision>LRIT, unité associée au CNRST, FSR</OrgDivision><OrgName>Mohammed V University Agdal</OrgName><OrgAddress><Country>Morocco</Country></OrgAddress></Affiliation><Affiliation ID="Aff21"><OrgDivision>ENSIAS</OrgDivision><OrgName>Mohammed V University Soussi</OrgName><OrgAddress><Postbox>BP 713</Postbox><City>Rabat</City><Country>Morocco</Country></OrgAddress></Affiliation><Affiliation ID="Aff22"><OrgDivision>Rabat-Instituts</OrgDivision><OrgName>ENSET, Madinat AL Irfane</OrgName><OrgAddress><Postbox>B.P 6207</Postbox><City>Rabat</City><Country>Morocco</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Due to the huge amount of data carried by images, it is very important to detect and identify the text region as accurately as possible before performing any character recognition. In this paper we describe a text detection algorithm in complex background. It is based on texture and connected components analysis. First we abstract texture regions which usually contain text. Second, we segment the texture regions into suitable objects; the image is segmented into three classes. Finally, we analyze all connected components present in each binary image according to the three classes with the aim to remove non-text regions. Experiments on a benchmark database show the advantages of the new proposed method compared to another one. Especially, our method is insensitive to complex background, font size and color; and offers high precision (83%) and recall(73%) as well.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>Text detection</Keyword><Keyword>text localization</Keyword><Keyword>feature extraction</Keyword><Keyword>texture analysis</Keyword><Keyword>geometric analysis</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>New Approach Based on Texture and Geometric Features for Text Detection</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>New Approach Based on Texture and Geometric Features for Text Detection</title></titleInfo><name type="personal"><namePart type="given">Hinde</namePart><namePart type="family">Anoual</namePart><affiliation>LRIT, unité associée au CNRST, FSR, Mohammed V University Agdal, Morocco</affiliation><affiliation>E-mail: hindanoual@yahoo.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Sanaa</namePart><namePart type="family">El Fkihi</namePart><affiliation>LRIT, unité associée au CNRST, FSR, Mohammed V University Agdal, Morocco</affiliation><affiliation>ENSIAS, Mohammed V University Soussi, BP 713, Rabat, Morocco</affiliation><affiliation>E-mail: elfkihi@ensias.ma</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Abdelilah</namePart><namePart type="family">Jilbab</namePart><affiliation>LRIT, unité associée au CNRST, FSR, Mohammed V University Agdal, Morocco</affiliation><affiliation>Rabat-Instituts, ENSET, Madinat AL Irfane, B.P 6207, Rabat, Morocco</affiliation><affiliation>E-mail: jilbab@enset-rabat.ac.ma</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Driss</namePart><namePart type="family">Aboutajdine</namePart><affiliation>LRIT, unité associée au CNRST, FSR, Mohammed V University Agdal, Morocco</affiliation><affiliation>E-mail: aboutaj@fsr.ac.ma</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference [eBooks]" displayLabel="OriginalPaper"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2010</dateIssued><copyrightDate encoding="w3cdtf">2010</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><physicalDescription><internetMediaType>text/html</internetMediaType></physicalDescription><abstract lang="en">Abstract: Due to the huge amount of data carried by images, it is very important to detect and identify the text region as accurately as possible before performing any character recognition. In this paper we describe a text detection algorithm in complex background. It is based on texture and connected components analysis. First we abstract texture regions which usually contain text. Second, we segment the texture regions into suitable objects; the image is segmented into three classes. Finally, we analyze all connected components present in each binary image according to the three classes with the aim to remove non-text regions. Experiments on a benchmark database show the advantages of the new proposed method compared to another one. Especially, our method is insensitive to complex background, font size and color; and offers high precision (83%) and recall(73%) as well.</abstract><relatedItem type="host"><titleInfo><title>Image and Signal Processing</title><subTitle>4th International Conference, ICISP 2010, Trois-Rivières, QC, Canada, June 30-July 2, 2010. 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type="first">T</forename><surname>Ikenaga</surname></persName></author></analytic><monogr><title level="j">IEICE Transactions</title><imprint><biblScope unit="volume">893</biblScope><biblScope unit="page" from="1221" to="1230"></biblScope><date type="published" when="2006"></date></imprint></monogr></biblStruct><biblStruct xml:id="b1"><analytic><title level="a" type="main">Finding text in images</title><author><persName><forename type="first">V</forename><surname>Wu</surname></persName></author><author><persName><forename type="first">R</forename><surname>Manmatha</surname></persName></author><author><persName><forename type="first">E</forename><forename type="middle">M</forename><surname>Riseman</surname></persName></author></analytic><monogr><title level="m">DL 1997: Proceedings of the second ACM international conference on Digital libraries</title><meeting><address><addrLine>New York, NY, USA ; New York</addrLine></address></meeting><imprint><publisher>ACM</publisher><date type="published" when="1997"></date><biblScope unit="page" from="3" to="12"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b2"><analytic><title level="a" type="main">Text identification in complex background using SVM</title><author><persName><forename type="first">D</forename><forename type="middle">T</forename><surname>Chen</surname></persName></author><author><persName><forename type="first">H</forename><surname>Bourlard</surname></persName></author><author><persName><forename type="first">J.-P</forename><surname>Thiran</surname></persName></author></analytic><monogr><title level="m">International Conference on Computer Vision and Pattern Recognition</title><imprint><date type="published" when="2001"></date><biblScope unit="page" from="621" to="626"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b3"><analytic><title level="a" type="main">A robust text detection algorithm in images and video frames</title><author><persName><forename type="first">Q</forename><surname>Ye</surname></persName></author><author><persName><forename type="first">W</forename><surname>Gao</surname></persName></author><author><persName><forename type="first">W</forename><surname>Wang</surname></persName></author><author><persName><forename type="first">W</forename><surname>Zeng</surname></persName></author></analytic><monogr><title level="m">Joint Conference of Fourth International Conference on Information Communications and Signal Processing and Pacific-Rim Conference on Multimedia</title><meeting><address><addrLine>Singapore</addrLine></address></meeting><imprint><date type="published" when="2003"></date></imprint></monogr></biblStruct><biblStruct xml:id="b4"><monogr><title level="m" type="main">Video skimming for quick browsing based on audio and image characterization</title><author><persName><forename type="first">M</forename><forename type="middle">A</forename><surname>Smith</surname></persName></author><author><persName><forename type="first">T</forename><surname>Kanade</surname></persName></author><imprint><date type="published" when="1995-07"></date><pubPlace>Pittsburgh, PA</pubPlace></imprint></monogr></biblStruct><biblStruct xml:id="b5"><analytic><title level="a" type="main">Locating text in complex color images</title><author><persName><forename type="first">Y</forename><surname>Zhong</surname></persName></author><author><persName><forename type="first">K</forename><surname>Karu</surname></persName></author><author><persName><forename type="first">A</forename><forename type="middle">K</forename><surname>Jain</surname></persName></author></analytic><monogr><title level="m">IC- DAR '95: Proceedings of the Third International Conference on Document Analysis and Recognition</title><meeting><address><addrLine>Washington, DC, USA ; Los Alamitos</addrLine></address></meeting><imprint><publisher>IEEE Computer Society</publisher><date type="published" when="1995"></date><biblScope unit="page">146</biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b6"><analytic><title level="a" type="main">Automatic text location in images and video frames</title><author><persName><forename type="first">A</forename><forename type="middle">K</forename><surname>Jain</surname></persName></author><author><persName><forename type="first">B</forename><surname>Yu</surname></persName></author></analytic><monogr><title level="j">Pattern Recognition</title><imprint><biblScope unit="volume">31</biblScope><biblScope unit="page" from="2055" to="2076"></biblScope><date type="published" when="1998"></date></imprint></monogr></biblStruct><biblStruct xml:id="b7"><analytic><title level="a" type="main">Automatic text detection and tracking in digital video</title><author><persName><forename type="first">H</forename><forename type="middle">L</forename><surname>David</surname></persName></author><author><persName><forename type="first">D</forename><surname>Doermann</surname></persName></author><author><persName><forename type="first">O</forename><surname>Kia</surname></persName></author></analytic><monogr><title level="j">IEEE Transactions on Image Processing</title><imprint><biblScope unit="volume">9</biblScope><biblScope unit="issue">1</biblScope><date type="published" when="2000"></date></imprint></monogr></biblStruct><biblStruct xml:id="b8"><analytic><title level="a" type="main">Automatic caption localization in compressed video</title><author><persName><forename type="first">Y</forename><surname>Zhong</surname></persName></author><author><persName><forename type="first">H</forename><surname>Zhang</surname></persName></author><author><persName><forename type="first">A</forename><forename type="middle">K</forename><surname>Jain</surname></persName></author></analytic><monogr><title level="j">IEEE Trans. Pattern Anal. Mach. Intell</title><imprint><biblScope unit="volume">22</biblScope><biblScope unit="issue">4</biblScope><biblScope unit="page" from="385" to="392"></biblScope><date type="published" when="2000"></date></imprint></monogr></biblStruct><biblStruct xml:id="b9"><analytic><title level="a" type="main">Texture-based approach for text detection in image using support vector machine and continuously adaptive mean shift algorithm</title><author><persName><forename type="first">K</forename><forename type="middle">I</forename><surname>Kim</surname></persName></author><author><persName><forename type="first">K</forename><surname>Jung</surname></persName></author><author><persName><forename type="first">J</forename><forename type="middle">H</forename><surname>Kim</surname></persName></author></analytic><monogr><title level="j">IEEE Transaction on PAMI</title><imprint><biblScope unit="volume">25</biblScope><biblScope unit="page" from="1631" to="1639"></biblScope><date type="published" when="2003"></date></imprint></monogr></biblStruct><biblStruct xml:id="b10"><monogr><title level="m" type="main">Fast and effective text detection</title><author><persName><forename type="first">X</forename><surname>Li</surname></persName></author><author><persName><forename type="first">W</forename><surname>Wang</surname></persName></author><author><persName><forename type="first">S</forename><surname>Jiang</surname></persName></author><author><persName><forename type="first">Q</forename><surname>Huang</surname></persName></author><author><persName><forename type="first">W</forename><surname>Gao</surname></persName></author><imprint><date type="published" when="2008"></date><publisher>IEEE</publisher><biblScope unit="page" from="969" to="972"></biblScope><pubPlace>Los Alamitos</pubPlace></imprint></monogr></biblStruct><biblStruct xml:id="b11"><analytic><title level="a" type="main">Text detection and restoration in natural scene images</title><author><persName><forename type="first">Q</forename><surname>Ye</surname></persName></author><author><persName><forename type="first">J</forename><surname>Jiao</surname></persName></author><author><persName><forename type="first">J</forename><surname>Huang</surname></persName></author><author><persName><forename type="first">H</forename><surname>Yu</surname></persName></author></analytic><monogr><title level="j">J. Vis. Comun. Image Represent</title><imprint><biblScope unit="volume">18</biblScope><biblScope unit="issue">6</biblScope><biblScope unit="page" from="504" to="513"></biblScope><date type="published" when="2007"></date></imprint></monogr></biblStruct><biblStruct xml:id="b12"><monogr><title level="m" type="main">Text detection from natural scene images: Towards a system for visually impaired persons</title><author><persName><forename type="first">N</forename><surname>Ezaki</surname></persName></author><author><persName><forename type="first">M</forename><surname>Bulacu</surname></persName></author><author><persName><forename type="first">L</forename><surname>Schomaker</surname></persName></author><imprint><date type="published" when="2004"></date><biblScope unit="page" from="683" to="686"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b13"><monogr><title level="m" type="main">Text detection and localization in complex scene images using constrained adaboost algorithm</title><author><persName><forename type="first">S</forename><surname>Hanif</surname></persName></author><author><persName><forename type="first">L</forename><surname>Prevost</surname></persName></author><imprint><date type="published" when="2009"></date><biblScope unit="page" from="1" to="5"></biblScope></imprint></monogr></biblStruct></listBibl></back></text></istex:refBibTEI></enrichments></istex></record>Pour manipuler ce document sous Unix (Dilib)
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