Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images
Identifieur interne : 001076 ( Istex/Corpus ); précédent : 001075; suivant : 001077Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images
Auteurs : Serguei Levachkine ; Aurelio Velàzquez ; Victor Alexandrov ; Mikhail KharinovSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2002.
Abstract
Abstract: Semantic analysis of cartographic images is interpreted as a separate representation of cartographic patterns (alphanumeric, punctual, linear, and area). We present an approach to map interpretation exploring the idea of synthesis of invariant graphic images at low level processing (vectorization and segmentation). This means that we ran “vectorization-recognition” and “segmentation-interpretation” systems simultaneously. Although these systems can generate some errors in interpretation, they are much more useful for the following understanding algorithms because its output is nearly recognized objects of interest.
Url:
DOI: 10.1007/3-540-45868-9_15
Links to Exploration step
ISTEX:46E7BD7451321B16C1127C2537C9170CF1BC04EFLe document en format XML
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We present an approach to map interpretation exploring the idea of synthesis of invariant graphic images at low level processing (vectorization and segmentation). This means that we ran “vectorization-recognition” and “segmentation-interpretation” systems simultaneously. Although these systems can generate some errors in interpretation, they are much more useful for the following understanding algorithms because its output is nearly recognized objects of interest.</div></front></TEI><istex><corpusName>springer</corpusName><author><json:item><name>Serguei Levachkine</name><affiliations><json:string>Centre for Computing Research-IPN, UPALM Zacatenco, Edificio-CIC, Cubo 2019 Ala Sur, 07738, Mexico City, Mexico</json:string><json:string>E-mail: palych@cic.ipn.mx</json:string></affiliations></json:item><json:item><name>Aurelio Velàzquez</name><affiliations><json:string>Centre for Computing Research-IPN, UPALM Zacatenco, Edificio-CIC, Cubo 2019 Ala Sur, 07738, Mexico City, Mexico</json:string><json:string>E-mail: avela@cic.ipn.mx</json:string></affiliations></json:item><json:item><name>Victor Alexandrov</name><affiliations><json:string>Institute for Informatics and Automation, The Russian Academy of Sciences, 39, 14th line, 199178, St. Petersburg, Russia</json:string><json:string>E-mail: alexandr@mail.iias.spb.su</json:string></affiliations></json:item><json:item><name>Mikhail Kharinov</name><affiliations><json:string>Institute for Informatics and Automation, The Russian Academy of Sciences, 39, 14th line, 199178, St. Petersburg, Russia</json:string><json:string>E-mail: khar@mail.iias.spb.su</json:string></affiliations></json:item></author><language><json:string>eng</json:string></language><abstract>Abstract: Semantic analysis of cartographic images is interpreted as a separate representation of cartographic patterns (alphanumeric, punctual, linear, and area). We present an approach to map interpretation exploring the idea of synthesis of invariant graphic images at low level processing (vectorization and segmentation). This means that we ran “vectorization-recognition” and “segmentation-interpretation” systems simultaneously. 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Robotics)</BookSubject><BookSubject Code="I17028" Priority="5" Type="Secondary">Discrete Mathematics in Computer Science</BookSubject><BookSubject Code="I16021" Priority="6" Type="Secondary">Algorithm Analysis and Problem Complexity</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID></BookContext></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff4"><EditorName DisplayOrder="Western"><GivenName>Dorothea</GivenName><FamilyName>Blostein</FamilyName></EditorName><Contact><Email>blostein@cs.queensu.ca</Email></Contact></Editor><Editor AffiliationIDS="Aff5"><EditorName DisplayOrder="Western"><GivenName>Young-Bin</GivenName><FamilyName>Kwon</FamilyName></EditorName><Contact><Email>ybkwon@visionnet.cse.cau.ac.kr</Email></Contact></Editor><Affiliation ID="Aff4"><OrgDivision>Computing and Information Science</OrgDivision><OrgName>Queen’s University</OrgName><OrgAddress><City>Kingston</City><State>Ontario</State><Country>Canada</Country><Postcode>K7L 3N6</Postcode></OrgAddress></Affiliation><Affiliation ID="Aff5"><OrgDivision>Department of Computer Engineering</OrgDivision><OrgName>Chung-Ang University</OrgName><OrgAddress><City>Seoul</City><Postcode>156-756</Postcode><Country>South Korea</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part5"><PartInfo TocLevels="0"><PartID>5</PartID><PartSequenceNumber>5</PartSequenceNumber><PartTitle>Map Recognition</PartTitle><PartChapterCount>4</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookID>3-540-45868-9</BookID><BookTitle>Graphics Recognition Algorithms and Applications</BookTitle></PartContext></PartInfo><Chapter ID="Chap15" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" Language="En" NumberingStyle="Unnumbered" TocLevels="0"><ChapterID>15</ChapterID><ChapterDOI>10.1007/3-540-45868-9_15</ChapterDOI><ChapterSequenceNumber>15</ChapterSequenceNumber><ChapterTitle Language="En">Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images</ChapterTitle><ChapterFirstPage>178</ChapterFirstPage><ChapterLastPage>189</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2002</CopyrightYear></ChapterCopyright><ChapterHistory><RegistrationDate><Year>2002</Year><Month>10</Month><Day>3</Day></RegistrationDate><OnlineDate><Year>2002</Year><Month>10</Month><Day>4</Day></OnlineDate></ChapterHistory><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>5</PartID><BookID>3-540-45868-9</BookID><BookTitle>Graphics Recognition Algorithms and Applications</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff6"><AuthorName DisplayOrder="Western"><GivenName>Serguei</GivenName><FamilyName>Levachkine</FamilyName></AuthorName><Contact><Email>palych@cic.ipn.mx</Email></Contact></Author><Author AffiliationIDS="Aff6"><AuthorName DisplayOrder="Western"><GivenName>Aurelio</GivenName><FamilyName>Velàzquez</FamilyName></AuthorName><Contact><Email>avela@cic.ipn.mx</Email></Contact></Author><Author AffiliationIDS="Aff7"><AuthorName DisplayOrder="Western"><GivenName>Victor</GivenName><FamilyName>Alexandrov</FamilyName></AuthorName><Contact><Email>alexandr@mail.iias.spb.su</Email></Contact></Author><Author AffiliationIDS="Aff7"><AuthorName DisplayOrder="Western"><GivenName>Mikhail</GivenName><FamilyName>Kharinov</FamilyName></AuthorName><Contact><Email>khar@mail.iias.spb.su</Email></Contact></Author><Affiliation ID="Aff6"><OrgDivision>Centre for Computing Research-IPN</OrgDivision><OrgName>UPALM Zacatenco</OrgName><OrgAddress><Street>Edificio-CIC, Cubo 2019 Ala Sur</Street><Postcode>07738</Postcode><City>Mexico City</City><Country>Mexico</Country></OrgAddress></Affiliation><Affiliation ID="Aff7"><OrgDivision>Institute for Informatics and Automation</OrgDivision><OrgName>The Russian Academy of Sciences</OrgName><OrgAddress><Street>39, 14th line</Street><Postcode>199178</Postcode><City>St. Petersburg</City><Country>Russia</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Semantic analysis of cartographic images is interpreted as a separate representation of cartographic patterns (alphanumeric, punctual, linear, and area). We present an approach to map interpretation exploring the idea of synthesis of invariant graphic images at low level processing (vectorization and segmentation). This means that we ran “vectorization-recognition” and “segmentation-interpretation” systems simultaneously. Although these systems can generate some errors in interpretation, they are much more useful for the following understanding algorithms because its output is nearly recognized objects of interest.</Para></Abstract></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images</title></titleInfo><name type="personal"><namePart type="given">Serguei</namePart><namePart type="family">Levachkine</namePart><affiliation>Centre for Computing Research-IPN, UPALM Zacatenco, Edificio-CIC, Cubo 2019 Ala Sur, 07738, Mexico City, Mexico</affiliation><affiliation>E-mail: palych@cic.ipn.mx</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Aurelio</namePart><namePart type="family">Velàzquez</namePart><affiliation>Centre for Computing Research-IPN, UPALM Zacatenco, Edificio-CIC, Cubo 2019 Ala Sur, 07738, Mexico City, Mexico</affiliation><affiliation>E-mail: avela@cic.ipn.mx</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Victor</namePart><namePart type="family">Alexandrov</namePart><affiliation>Institute for Informatics and Automation, The Russian Academy of Sciences, 39, 14th line, 199178, St. Petersburg, Russia</affiliation><affiliation>E-mail: alexandr@mail.iias.spb.su</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Mikhail</namePart><namePart type="family">Kharinov</namePart><affiliation>Institute for Informatics and Automation, The Russian Academy of Sciences, 39, 14th line, 199178, St. Petersburg, Russia</affiliation><affiliation>E-mail: khar@mail.iias.spb.su</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">2002</dateIssued><copyrightDate encoding="w3cdtf">2002</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: Semantic analysis of cartographic images is interpreted as a separate representation of cartographic patterns (alphanumeric, punctual, linear, and area). We present an approach to map interpretation exploring the idea of synthesis of invariant graphic images at low level processing (vectorization and segmentation). This means that we ran “vectorization-recognition” and “segmentation-interpretation” systems simultaneously. Although these systems can generate some errors in interpretation, they are much more useful for the following understanding algorithms because its output is nearly recognized objects of interest.</abstract><relatedItem type="host"><titleInfo><title>Graphics Recognition Algorithms and Applications</title><subTitle>4th International Workshop, GREC 2001 Kingston, Ontario, Canada, September 7–8, 2001 Selected Papers</subTitle></titleInfo><name type="personal"><namePart type="given">Dorothea</namePart><namePart type="family">Blostein</namePart><affiliation>Computing and Information Science, Queen’s University, K7L 3N6, Kingston, Ontario, Canada</affiliation><affiliation>E-mail: blostein@cs.queensu.ca</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Young-Bin</namePart><namePart type="family">Kwon</namePart><affiliation>Department of Computer Engineering, Chung-Ang University, 156-756, Seoul, South Korea</affiliation><affiliation>E-mail: ybkwon@visionnet.cse.cau.ac.kr</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="Book Series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2002</copyrightDate><issuance>monographic</issuance></originInfo><subject><genre>Book Subject Collection</genre><topic authority="SpringerSubjectCodes" authorityURI="SUCO11645">Computer Science</topic></subject><subject><genre>Book Subject Group</genre><topic authority="SpringerSubjectCodes" authorityURI="I">Computer Science</topic><topic authority="SpringerSubjectCodes" authorityURI="I2203X">Pattern Recognition</topic><topic authority="SpringerSubjectCodes" authorityURI="I22021">Image Processing and Computer Vision</topic><topic authority="SpringerSubjectCodes" authorityURI="I22013">Computer Graphics</topic><topic authority="SpringerSubjectCodes" authorityURI="I21017">Artificial Intelligence (incl. Robotics)</topic><topic authority="SpringerSubjectCodes" authorityURI="I17028">Discrete Mathematics in Computer Science</topic><topic authority="SpringerSubjectCodes" authorityURI="I16021">Algorithm Analysis and Problem Complexity</topic></subject><identifier type="DOI">10.1007/3-540-45868-9</identifier><identifier type="ISBN">978-3-540-44066-6</identifier><identifier type="eISBN">978-3-540-45868-5</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="BookTitleID">72648</identifier><identifier type="BookID">3-540-45868-9</identifier><identifier type="BookChapterCount">33</identifier><identifier type="BookVolumeNumber">2390</identifier><identifier type="BookSequenceNumber">2390</identifier><identifier type="PartChapterCount">4</identifier><part><date>2002</date><detail type="part"><title>Map Recognition</title></detail><detail type="volume"><number>2390</number><caption>vol.</caption></detail><extent 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uri="https://api.istex.fr/document/46E7BD7451321B16C1127C2537C9170CF1BC04EF/enrichments/refBib"><teiHeader></teiHeader><text><front></front><body></body><back><listBibl><biblStruct xml:id="b0"><analytic><title level="a" type="main">An Introduction to Vectorization and Segmentation Graphics Recognition Algorithms and Systems</title><author><persName><forename type="first">D</forename><forename type="middle">S</forename><surname>Doermann</surname></persName></author></analytic><monogr><title level="j">Lecture Notes in Computer Science</title><editor>Tombre, K., Chhabra, A.K.</editor><imprint><publisher>Springer-Verlag</publisher><publisher>Springer-Verlag</publisher><biblScope unit="volume">1389</biblScope><biblScope unit="page" from="1" to="8"></biblScope><date type="published" when="1998"></date></imprint></monogr></biblStruct><biblStruct xml:id="b1"><analytic><title></title><author><persName><forename type="first">R</forename><forename type="middle">C</forename><surname>Gonzalez</surname></persName></author><author><persName><forename type="first">R</forename><forename type="middle">E</forename><surname>Woods</surname></persName></author></analytic><monogr><title level="m">Digital Image Processing</title><imprint><publisher>Prentice-Hall PTR, NJ USA</publisher><date type="published" when="2002"></date></imprint></monogr></biblStruct><biblStruct xml:id="b2"><analytic><title level="a" type="main">A Threshold Selection Method from Gray-level Histograms</title><author><persName><forename type="first">N</forename><surname>Otsu</surname></persName></author></analytic><monogr><title level="j">IEEE Transactions on Systems: Man and Cybernetics</title><imprint><biblScope unit="volume">9</biblScope><biblScope unit="issue">1</biblScope><biblScope unit="page" from="62" to="66"></biblScope><date type="published" when="1979"></date></imprint></monogr></biblStruct><biblStruct xml:id="b3"><monogr><title level="m" type="main">Computer Vision and Image Processing: A Practical Approach using CVIPtools</title><author><persName><forename type="first">S</forename><forename type="middle">E</forename><surname>Umbaugh</surname></persName></author><imprint><date type="published" when="1998"></date><publisher>Prentice-Hall PTR</publisher></imprint></monogr></biblStruct><biblStruct xml:id="b4"><analytic><title level="a" type="main">Image Representation and Processing: A Recursive Approach</title><author><persName><forename type="first">V</forename><forename type="middle">V</forename><surname>Alexandrov</surname></persName></author><author><persName><forename type="first">N</forename><forename type="middle">D</forename><surname>Gorsky</surname></persName></author></analytic><monogr><title level="j">Mathematics and Its Applications</title><imprint><publisher>Kluwer Academic Publishers</publisher><publisher>Kluwer Academic Publishers</publisher><biblScope unit="volume">261</biblScope><date type="published" when="1993"></date></imprint></monogr></biblStruct><biblStruct xml:id="b5"><analytic><title level="a" type="main">Intelligent Program for Automatic Image Recognition based on Compact Object-fitting Hierarchical Image Representation in terms of Dynamic Irregular Ramified Trees</title><author><persName><forename type="first">M</forename><surname>Kharinov</surname></persName></author><author><persName><forename type="first">M</forename><surname>Nesterov</surname></persName></author></analytic><monogr><title level="m">Reports of International Academy for Informatics</title><editor>Barulin, V.N.</editor><meeting><address><addrLine>Petersburg, Russia</addrLine></address></meeting><imprint><date type="published" when="1997"></date><biblScope unit="page" from="1" to="35"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b6"><analytic><title level="a" type="main">Conception of Hierarchical Dynamic Structure in Application to Audio and Video Data Recognition</title><author><persName><forename type="first">V</forename><surname>Alexandrov</surname></persName></author><author><persName><forename type="first">M</forename><surname>Kharinov</surname></persName></author><author><persName><forename type="first">S</forename><surname>Levachkine</surname></persName></author></analytic><monogr><title level="m">Proc. IASTED International Conference on Artificial Intelligence and Soft Computing</title><editor>Hamza, M.N.</editor><meeting>. IASTED International Conference on Artificial Intelligence and Soft Computing</meeting><imprint><date type="published" when="2001-03-24"></date><biblScope unit="page" from="348" to="353"></biblScope></imprint></monogr><note>ISSN. 1482-7913</note></biblStruct><biblStruct xml:id="b7"><analytic><title level="a" type="main">Color Image Segmentation using False Colors and its Applications to Geo-images Treatment: Alphanumeric Character Recognition</title><author><persName><forename type="first">S</forename><surname>Levachkine</surname></persName></author><author><persName><forename type="first">A</forename><surname>Velázquez</surname></persName></author><author><persName><forename type="first">V</forename><surname>Alexandrov</surname></persName></author></analytic><monogr><title level="m">Proc. IEEE International Geosciences and Remote Sensing Symposium IGARSS 2001, 9-13 July Library of Congress Number</title><meeting>. IEEE International Geosciences and Remote Sensing Symposium IGARSS 2001, 9-13 July Library of Congress Number<address><addrLine>Sydney, Australia</addrLine></address></meeting><imprint><date type="published" when="2001"></date><biblScope unit="page" from="01" to="37217"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b8"><analytic><title level="a" type="main">Semantic Analysis and Recognition of Raster-scanned Color Cartographic Images</title><author><persName><forename type="first">S</forename><surname>Levachkine</surname></persName></author><author><persName><forename type="first">A</forename><surname>Velázquez</surname></persName></author><author><persName><forename type="first">V</forename><surname>Alexandrov</surname></persName></author><author><persName><forename type="first">M</forename><surname>Kharinov</surname></persName></author></analytic><monogr><title level="m">Proc. 4</title><editor>Blostein, D., Young-Bin Kwon</editor><meeting>. 4</meeting><imprint></imprint></monogr></biblStruct><biblStruct xml:id="b9"><analytic><title level="a" type="main">Workshop on Graphics Recognition</title><author><persName><forename type="first">Iapr</forename><surname>Th</surname></persName></author><author><persName><surname>Int</surname></persName></author></analytic><monogr><title level="j">GREC</title><imprint><biblScope unit="page" from="7" to="8"></biblScope><date type="published" when="2001"></date></imprint></monogr></biblStruct><biblStruct xml:id="b10"><monogr><title></title><author><persName><forename type="first">September</forename></persName></author><imprint><date type="published" when="2001"></date><biblScope unit="page" from="255" to="266"></biblScope><pubPlace>Kingston, Ontario, Canada</pubPlace></imprint></monogr></biblStruct><biblStruct xml:id="b11"><analytic><title level="a" type="main">Joint Segmentation and Image Interpretation</title><author><persName><forename type="first">K</forename><forename type="middle">S</forename><surname>Kumar</surname></persName></author><author><persName><forename type="first">U</forename><forename type="middle">B</forename><surname>Desai</surname></persName></author></analytic><monogr><title level="j">Pattern Recognition</title><imprint><biblScope unit="volume">32</biblScope><biblScope unit="issue">4</biblScope><biblScope unit="page" from="577" to="589"></biblScope><date type="published" when="1999"></date></imprint></monogr></biblStruct><biblStruct xml:id="b12"><monogr><title level="m" type="main">Color Image Segmentation: Advances and Prospects. Pattern Recognition</title><author><persName><forename type="first">H</forename><forename type="middle">D</forename><surname>Cheng</surname></persName></author><author><persName><forename type="first">X</forename><forename type="middle">H</forename><surname>Jiang</surname></persName></author><author><persName><forename type="first">Y</forename><surname>Sun</surname></persName></author><author><persName><forename type="first">J</forename><surname>Wang</surname></persName></author><imprint><date type="published" when="2001"></date><biblScope unit="page" from="2259" to="2281"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b13"><analytic><title level="a" type="main">Image Segmentation as an Optimization Problem</title><author><persName><forename type="first">S</forename><surname>Levachkine</surname></persName></author><author><persName><forename type="first">J</forename><forename type="middle">H</forename><surname>Sossa</surname></persName></author></analytic><monogr><title level="j">Computation and Systems</title><imprint><biblScope unit="volume">3</biblScope><biblScope unit="issue">4</biblScope><biblScope unit="page" from="245" to="263"></biblScope><date type="published" when="2000"></date></imprint></monogr></biblStruct><biblStruct xml:id="b14"><monogr><title level="m" type="main">Saturation, Hue, and Normalized Color: Calculation, Digitization Effects, and Use</title><author><persName><forename type="first">J</forename><surname>Kender</surname></persName></author><imprint><date type="published" when="1976"></date></imprint></monogr></biblStruct><biblStruct xml:id="b15"><monogr><title level="m" type="main">Localización, Recuperación e Identificación de la Capa de Caracteres Contenida en los Planos Cartográficos</title><author><persName><forename type="first">A</forename><surname>Velázquez</surname></persName></author><imprint><date type="published" when="2002"></date><pubPlace>Mexico City ; Mexico</pubPlace></imprint></monogr><note>in. Spanish</note></biblStruct><biblStruct xml:id="b16"><monogr><title level="m" type="main">Definiens Imaging GmbH e-Cognition: Object Oriented Image Analysis</title><imprint></imprint></monogr></biblStruct><biblStruct xml:id="b17"><analytic><title level="a" type="main">Automatic Topographic Map Analysis System</title><author><persName><forename type="first">J</forename><forename type="middle">M</forename><surname>Ogier</surname></persName></author><author><persName><forename type="first">S</forename><surname>Adam</surname></persName></author><author><persName><forename type="first">A</forename><surname>Vessaid</surname></persName></author><author><persName><forename type="first">H</forename><surname>Bechar</surname></persName></author></analytic><monogr><title level="m">Proc. 4 th IAPR Int. Workshop on Graphics Recognition</title><editor>Blostein, D., Young-Bin Kwon</editor><meeting>. 4 th IAPR Int. Workshop on Graphics Recognition<address><addrLine>Kingston, Ontario, Canada</addrLine></address></meeting><imprint><date type="published" when="2001-09-08"></date><biblScope unit="page" from="229" to="244"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b18"><analytic><title level="a" type="main">Color Image Segmentation based on Homogram Thresholding and Region Merging</title><author><persName><forename type="first">H</forename><forename type="middle">D</forename><surname>Cheng</surname></persName></author><author><persName><forename type="first">X</forename><forename type="middle">H</forename><surname>Jiang</surname></persName></author><author><persName><forename type="first">J</forename><surname>Wang</surname></persName></author></analytic><monogr><title level="j">Pattern Recognition</title><imprint><biblScope unit="volume">35</biblScope><biblScope unit="issue">2</biblScope><biblScope unit="page" from="373" to="393"></biblScope><date type="published" when="2002"></date></imprint></monogr></biblStruct><biblStruct xml:id="b19"><analytic><title level="a" type="main">Color Image Segmentation – an Innovative Approach</title><author><persName><forename type="first">T</forename><forename type="middle">Q</forename><surname>Chen</surname></persName></author><author><persName><forename type="first">Y</forename><surname>Lu</surname></persName></author></analytic><monogr><title level="j">Pattern Recognition</title><imprint><biblScope unit="volume">35</biblScope><biblScope unit="issue">2</biblScope><biblScope unit="page" from="395" to="405"></biblScope><date type="published" when="2002"></date></imprint></monogr></biblStruct><biblStruct xml:id="b20"><analytic><title level="a" type="main">Genericity in Graphics Recognition Algorithms Graphics Recognition Algorithms and Systems</title><author><persName><forename type="first">L</forename><surname>Wenyin</surname></persName></author><author><persName><forename type="first">D</forename><surname>Dori</surname></persName></author></analytic><monogr><title level="j">Lecture Notes in Computer Science</title><editor>Tombre, K., Chhabra, A.K.</editor><imprint><publisher>Springer-Verlag</publisher><publisher>Springer-Verlag</publisher><biblScope unit="volume">1389</biblScope><biblScope unit="page" from="9" to="20"></biblScope><date type="published" when="1998"></date></imprint></monogr></biblStruct><biblStruct xml:id="b21"><analytic><title level="a" type="main">Automated Map Raster Digitization by Cartographic Pattern Recognition</title><author><persName><forename type="first">S</forename><surname>Levachkine</surname></persName></author><author><persName><forename type="first">E</forename><surname>Polchkov</surname></persName></author></analytic><monogr><title level="m">Proc. 5 th Iberoamerican Symposium on Pattern Recognition</title><editor>Muge, F., Ruíz Shulcloper, J.</editor><meeting>. 5 th Iberoamerican Symposium on Pattern Recognition</meeting><imprint><date type="published" when="2000-09-13"></date><biblScope unit="page" from="81" to="96"></biblScope></imprint></monogr></biblStruct><biblStruct xml:id="b22"><monogr><title level="m" type="main">Digitalización automatizada de líneas en mapas ráster</title><author><persName><forename type="first">J</forename><forename type="middle">O</forename><surname>Decelis-Burguete</surname></persName></author><imprint><date type="published" when="2001"></date><publisher>Centre for Computing Research-IPN</publisher><pubPlace>Mexico City, Mexico</pubPlace></imprint></monogr><note>in. 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