<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1665-6423</journal-id>
<journal-title><![CDATA[Journal of applied research and technology]]></journal-title>
<abbrev-journal-title><![CDATA[J. appl. res. technol]]></abbrev-journal-title>
<issn>1665-6423</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Ciencias Aplicadas y Tecnología]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1665-64232011000300006</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Alternative Way to Compute the Euler Number of a Binary Image]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sossa-Azuela]]></surname>
<given-names><![CDATA[J. H.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cuevas-Jiménez]]></surname>
<given-names><![CDATA[E. B.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Zaldivar-Navarro]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Instituto Politécnico Nacional Centro de Investigación en Computación ]]></institution>
<addr-line><![CDATA[Mexico ]]></addr-line>
<country>MEXICO</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad de Guadalajara Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI) ]]></institution>
<addr-line><![CDATA[Guadalajara Jalisco]]></addr-line>
<country>MEXICO</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2011</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2011</year>
</pub-date>
<volume>9</volume>
<numero>3</numero>
<fpage>335</fpage>
<lpage>341</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1665-64232011000300006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1665-64232011000300006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1665-64232011000300006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[In this paper an alternative way to compute the (E) Euler number of a binary image via information about its pixels is presented. The P perimeter of the objects in the image, their Pc contact perimeter and the T-type pixel are used to obtain this important invariant. This is the second time the Euler number is described in terms of the contact perimeter of the objects in an image but with new results. The first paper that reports computing the Euler number of a binary shape in terms of the P and Pc is in [E. Bribiesca, Computation of the Euler number using the contact perimeter, Computers and Mathematics with Applications 60:1364-137 (2010)]. Bribiesca's proposal is useful only for unit-width shapes. In this paper, we extend Bribiesca's method for non-unit-width shapes.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[En este trabajo se presenta un método alternativo para el cálculo del número de Euler (E) de una imagen binaria mediante información de sus píxeles. El perímetro P de los objetos en la imagen, sus perímetros de contacto Pc y el tipo t de la celda son utilizados para obtener este importante invariante. Esta es la segunda vez que el número de Euler es descrito en términos del perímetro de contacto de los objetos en una imagen. El primer trabajo que reporta el calcular el número de Euler de una forma binaria en términos de P y Pc es en [E. Bribiesca, Computation of the Euler number using the contact perimeter, Computers and Mathematics with Applications 60:1364-137 (2010)]. La propuesta de Bribiesca es útil sólo para formas de grosor unitario. En este trabajo extendemos la propuesta de Bribiesca para el caso de formas de cualquier grosor.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Binary image characterization]]></kwd>
<kwd lng="en"><![CDATA[perimeter]]></kwd>
<kwd lng="en"><![CDATA[contact perimeter]]></kwd>
<kwd lng="en"><![CDATA[Euler number]]></kwd>
<kwd lng="en"><![CDATA[topological descriptor]]></kwd>
<kwd lng="en"><![CDATA[topological invariant]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  	    <p align="center"><font face="verdana" size="4"><b>Alternative Way to Compute the Euler Number of a Binary Image</b></font></p>  	    <p align="center"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="center"><font face="verdana" size="2"><b>J. H. Sossa&#150;Azuela*<sup>1</sup>, E. B. Cuevas&#150;Jim&eacute;nez<sup>2</sup>, D. Zaldivar&#150;Navarro<sup>3</sup></b></font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="justify"><font face="verdana" size="2"><i><sup>1</sup> Centro de Investigaci&oacute;n en Computaci&oacute;n&#150;IPN, Av. Juan de Dios B&aacute;tiz, esquina con Miguel Oth&oacute;n de Mendiz&aacute;bal, Mexico City, C. P. 07738. MEXICO *E&#150;mail:</i> <a href="mailto:hsossa@cic.ipn.mx">hsossa@cic.ipn.mx</a></font></p>  	    <p align="justify"><font face="verdana" size="2"><i><sup>2,3</sup> Centro Universitario de Ciencias Exactas e Ingenier&iacute;as (CUCEI) Universidad de Guadalajara Av. Revoluci&oacute;n 1500 Col. Ol&iacute;mpica C.P. 44430 Guadalajara, Jalisco, MEXICO.</i></font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="justify"><font face="verdana" size="2"><b>ABSTRACT</b></font></p>  	    <p align="justify"><font face="verdana" size="2">In this paper an alternative way to compute the (E) Euler number of a binary image via information about its pixels is presented. The <i>P</i> perimeter of the objects in the image, their <i>P<sub>c</sub></i> contact perimeter and the <i>T</i>&#150;type pixel are used to obtain this important invariant. This is the second time the Euler number is described in terms of the contact perimeter of the objects in an image but with new results. The first paper that reports computing the Euler number of a binary shape in terms of the <i>P</i> and <i>P<sub>c</sub></i> is in &#91;E. Bribiesca, Computation of the Euler number using the contact perimeter, Computers and Mathematics with Applications 60:1364&#150;137 (2010)&#93;. Bribiesca's proposal is useful only for unit&#150;width shapes. In this paper, we extend Bribiesca's method for non&#150;unit&#150;width shapes.</font></p>  	    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><b>Keywords:</b> Binary image characterization, perimeter, contact perimeter, Euler number, topological descriptor, topological invariant.</font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="justify"><font face="verdana" size="2"><b>RESUMEN</b></font></p>  	    <p align="justify"><font face="verdana" size="2">En este trabajo se presenta un m&eacute;todo alternativo para el c&aacute;lculo del n&uacute;mero de Euler (E) de una imagen binaria mediante informaci&oacute;n de sus p&iacute;xeles. El per&iacute;metro <i>P</i> de los objetos en la imagen, sus per&iacute;metros de contacto <i>P<sub>c</sub></i> y el tipo <i>t</i> de la celda son utilizados para obtener este importante invariante. Esta es la segunda vez que el n&uacute;mero de Euler es descrito en t&eacute;rminos del per&iacute;metro de contacto de los objetos en una imagen. El primer trabajo que reporta el calcular el n&uacute;mero de Euler de una forma binaria en t&eacute;rminos de <i>P</i> y <i>P<sub>c</sub></i> es en &#91;E. Bribiesca, Computation of the Euler number using the contact perimeter, Computers and Mathematics with Applications 60:1364&#150;137 (2010)&#93;. La propuesta de Bribiesca es &uacute;til s&oacute;lo para formas de grosor unitario. En este trabajo extendemos la propuesta de Bribiesca para el caso de formas de cualquier grosor.</font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="justify"><font face="verdana" size="2"><a href="/pdf/jart/v9n3/v9n3a6.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>         <p align="justify"><font face="verdana" size="2"><b><i>Acknowledgements</i></b></font></p>         <p align="justify"><font size="2" face="verdana">The authors thank SPIN&#150;IPN and CONACYT for the economical support under grants number 20111016 and 155014. We kindly thank the reviewers for their comments which contributed to the improvement of this paper.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    ]]></body>
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