<?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>S1665-64232013000300006</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Computing the Euler Number of a Binary Image Based on a Vertex Codification]]></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[Santiago-Montero]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pérez-Cisneros]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rubio-Espino]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Instituto Politécnico Nacional Centro de Investigación en Computación ]]></institution>
<addr-line><![CDATA[Mexico DF]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Instituto Tecnológico de León  ]]></institution>
<addr-line><![CDATA[León Guanajuato]]></addr-line>
<country>México</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Universidad de Guadalajara Centro Universitario de Ciencias Exactas e Ingenierías Departamento de Ciencias Computacionales]]></institution>
<addr-line><![CDATA[Guadalajara Jalisco]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2013</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2013</year>
</pub-date>
<volume>11</volume>
<numero>3</numero>
<fpage>360</fpage>
<lpage>369</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1665-64232013000300006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1665-64232013000300006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1665-64232013000300006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[We describe a method to compute the Euler number of a binary digital image based on a codification of contour pixels of the image's shapes. The overall procedure evolves from a set of lemmas and theorems, their demonstration and their numerical validation. The method is supported through an experimental set which analyzes some digital images and their outcome to demonstrate the applicability of the procedure. The paper also includes a discussion about present and futures steps on this research.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Se describe un método para el cálculo del número de Euler de una imagen digital binaria basado en una codificación del contorno de las formas en la imagen. El procedimiento tiene su base en un conjunto de lemas y teoremas, su demostración y su validación numérica. El método se soporta a través de una experimentación que analiza varias imágenes digitales para demostrar la aplicabilidad del procedimiento. El artículo incluye también una discusión acerca de pasos presentes y futuros de investigación.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[binary shape description]]></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>Computing the Euler Number of a Binary Image Based on a Vertex Codification</b></font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="center"><font face="verdana" size="2"><b>J. H. Sossa&#45;Azuela<sup>1</sup>, R. Santiago&#45;Montero<sup>2</sup>, M. P&eacute;rez&#45;Cisneros<sup>3</sup>, E. Rubio&#45;Espino<sup>1</sup></b></font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="justify"><font face="verdana" size="2"><sup>1</sup><i> Centro de Investigaci&oacute;n en Computaci&oacute;n&#45;Instituto Polit&eacute;cnico Nacional Av. Juan de Dios B&aacute;tiz s/n, Mexico, DF, M&eacute;xico.</i></font></p>  	    <p align="justify"><font face="verdana" size="2"><sup>2</sup><i> Instituto Tecnol&oacute;gico de Le&oacute;n Av. Tecnol&oacute;gico S/N, Frac. Juli&aacute;n de Obreg&oacute;n, Le&oacute;n, Guanajuato, M&eacute;xico.</i></font></p>  	    <p align="justify"><font face="verdana" size="2"><sup>3</sup><i> Departamento de Ciencias Computacionales, Universidad de Guadalajara, CUCEI Av. Revoluci&oacute;n 1500, Guadalajara, Jalisco, M&eacute;xico.</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>  	    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">We describe a method to compute the Euler number of a binary digital image based on a codification of contour pixels of the image's shapes. The overall procedure evolves from a set of lemmas and theorems, their demonstration and their numerical validation. The method is supported through an experimental set which analyzes some digital images and their outcome to demonstrate the applicability of the procedure. The paper also includes a discussion about present and futures steps on this research.</font></p>  	    <p align="justify"><font face="verdana" size="2"><b>Keywords:</b> binary shape description, 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">Se describe un m&eacute;todo para el c&aacute;lculo del n&uacute;mero de Euler de una imagen digital binaria basado en una codificaci&oacute;n del contorno de las formas en la imagen. El procedimiento tiene su base en un conjunto de lemas y teoremas, su demostraci&oacute;n y su validaci&oacute;n num&eacute;rica. El m&eacute;todo se soporta a trav&eacute;s de una experimentaci&oacute;n que analiza varias im&aacute;genes digitales para demostrar la aplicabilidad del procedimiento. El art&iacute;culo incluye tambi&eacute;n una discusi&oacute;n acerca de pasos presentes y futuros de investigaci&oacute;n.</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/v11n3/v11n3a6.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 face="verdana" size="2">R. Santiago and M. P&eacute;rez thank the ITL and the UDEG, respectively, for the support. H. Sossa thanks SIP&#45;IPN and CONACYT for the economical supports under grants 20121311, 20131182 and 155014, respectively. E. Rubio thanks SIP&#45;IPN for the support under grant 20131505. We all thank the reviewers for their comments on the improvement of this paper.</font></p>  	    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p>  	    <p align="justify"><font face="verdana" size="2"><b><i>References</i></b></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;1&#93; T. Acharya, B. B. Bhattacharya, A. Bishnu, M. K. Kundu, Ch. A. Murthy. "Computing the Euler Number of a Binary Image". United States Patent 7027649 B1. April 11, 2006.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837967&pid=S1665-6423201300030000600001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;2&#93; W. Al Faqheri and S. Masho&#45;hor (2009). "A Real&#45;Time Malaysian Automatic License Plate Recognition (M&#45;ALPR) Using Hybrid Fuzzy", International Journal of Computer Science and Network Security, 9(2):333&#45;340, 2009.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837969&pid=S1665-6423201300030000600002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;3&#93; J. Athow, N. Abbasi and A. Amer. "A Real&#45;Time FPGA Architecture of a Modified Stable Euler&#45;Number Algorithm for Image Binarization". Technical Report 2009&#45;1ATHOW Department of Electrical and Computer Engineering, Concordia University. January 2009.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837971&pid=S1665-6423201300030000600003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;4&#93; H. Beri and W. Nef. "Algorithms for the Euler characteristic and related additive functionals of digital objects", Comput. Vision, Graphics Image Process. 28, 166&#45;175, 1984.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837973&pid=S1665-6423201300030000600004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    ]]></body>
<body><![CDATA[<!-- ref --><p align="justify"><font face="verdana" size="2">&#91;5&#93; H. Beri. "Computing the Euler characteristic and related additive functionals of digital objects from their beentree representation", Comput. Vision, Graphics Image Process. 40, 115&#45;126, 1987.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837975&pid=S1665-6423201300030000600005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;6&#93; A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C.A. Murthy, T. Acharya. "On chip computation of Euler number of a binary image for efficient database search", Proc. of the International Conference on Image Processing (ICIP), Vol. III, pp. 310&#45;313, 2001.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837977&pid=S1665-6423201300030000600006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;7&#93; A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C.A. Murthy, T. Acharya. "A pipeline architecture for computing the Euler number of a binary image". Journal of Systems Architecture 51(8):47&#45;487, 2005.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837979&pid=S1665-6423201300030000600007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;8&#93; E. Bribiesca. "A new chain code". Pattern Recognition 32:235&#45;251, 1999.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837981&pid=S1665-6423201300030000600008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;9&#93; E. Bribiesca. "Computation of the Euler number using the contact perimeter". Computers &amp; Mathematics with Applications 60(5):364&#45;1373, 2010.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837983&pid=S1665-6423201300030000600009&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    ]]></body>
<body><![CDATA[<!-- ref --><p align="justify"><font face="verdana" size="2">&#91;10&#93; M. H. Chen and P. F. Yan. "A fast algorithm to calculate the Euler number for binary images", Pattern Recognition Letters 8(12):295&#45;297, 1988.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837985&pid=S1665-6423201300030000600010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;11&#93; F. Chiavetta and V. Di Ges&uacute;. "Parallel computation of the Euler number via connectivity graph", Pattern Recognition Letters 14(11):849&#45;859, 1993.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837987&pid=S1665-6423201300030000600011&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;12&#93; S. Dey, B. B. Bhattacharya, M.K. Kundu, T. Acharya. "A fast algorithm for computing the Euler number of an image and its VLSI implementation", in Proc. 13th International Conference on VLSI Design, pp. 330&#45;335, 2000.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837989&pid=S1665-6423201300030000600012&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;13&#93; J. L. D&iacute;az de Le&oacute;n S. and H. Sossa. "On the computation of the Euler number of a binary object". Pattern Recognition, 29(3):471&#45;476, 1996.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837991&pid=S1665-6423201300030000600013&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;14&#93; Ch. R. Dyer. "Computing the Euler number of an image from its quatree". Comput. Vision, Graphics Image Process. 13, 270&#45;276, l 1980.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837993&pid=S1665-6423201300030000600014&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    ]]></body>
<body><![CDATA[<!-- ref --><p align="justify"><font face="verdana" size="2">&#91;15a&#93; A. Imiya, U. Eckhardt (1999). "The Euler Characteristics of Discrete Objects and Discrete Quasi&#45;Objects". Computer Vision and Image Understanding, 75(3): 307&#45;318.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837995&pid=S1665-6423201300030000600015&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;15b&#93; M. Kiderlen. "Estimating the Euler Characteristic of a planar set from a digital image". Journal of Visual Communication and Image Representation, 17(6):1237&#45;1255, 2006.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837997&pid=S1665-6423201300030000600016&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>      <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;16&#93; W. Nagel, J. Ohser and K. Pischang. "An integral&#45;geometric approach for the Euler&#45;Poincare characteristic of spatial images". Journal of Microsc, 189:54&#45;62, 2000.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4837999&pid=S1665-6423201300030000600017&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;16a&#93; L. G. Nonato, A. Castelo Filho, R. Minghim, and J. Batista. "Morse Operators for Digital Planar Surfaces and their Application to Image Segmentation". IEEE Trans. On Image Proc. 13(2):216&#45;227, 2004.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838001&pid=S1665-6423201300030000600018&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;17&#93; H. Samet et al. "Computing Geometric Properties of Images Represented by Linear Quadtrees". IEEE Trans. PAMI, 7(2):229&#45;240, 1985.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838003&pid=S1665-6423201300030000600019&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    ]]></body>
<body><![CDATA[<!-- ref --><p align="justify"><font face="verdana" size="2">&#91;18&#93; L. Snidaro and G. L. Foresti. "Real&#45;time Thresholding with Euler Numbers". Pattern Recognition Letters 24(910):1533&#45;1544, 2003.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838005&pid=S1665-6423201300030000600020&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;19&#93; H. Sossa, E. Cuevas and D. Zaldivar. "Computation of the Euler Number of a Binary Image Composed of Hexagonal Cells". Journal of Applied Research and Technology 8(3):340&#45;351, 2010.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838007&pid=S1665-6423201300030000600021&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;19a&#93; H. Sossa, E. Cuevas and D. Zaldivar. "Alternative Way to Compute the Euler Number of a Binary Image". Journal of Applied Research and Technology 9(3):335&#45;341, 2011.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838009&pid=S1665-6423201300030000600022&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>      <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;20&#93; M. Vatsa, R, Singh, P. Mitra and A. Noore. "Signature Verification using Static and Dynamic Features". LNCS 3316. Springer&#45;Verlag, Pp. 350&#45;355, 2004</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838011&pid=S1665-6423201300030000600023&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">&#91;21&#93; L. P. Wong and H. T. Ewe. "A Sutdy of Nodule Detection using Opaque Object Filter". Biomed 06. IFMBE Proceedings 15. Pp. 236&#45;240, 2007.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838012&pid=S1665-6423201300030000600024&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;22&#93; L. Xiaozhu, Sh. Yun, J. Junwei and W. Yanmin. "A proof of image Euler Number formula". Science in China: Series F Information Sciences 49(3):364&#45;371, 2006.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838014&pid=S1665-6423201300030000600025&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;23&#93; H. S. Yang and S. Sengupta. "Intelligent shape recognition for complex industrial tasks", IEEE Control Systems Magazine 8(3):23&#45;29, 1988.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838016&pid=S1665-6423201300030000600026&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;24&#93; Z. Zhang, R. H. Moss and W. V. Stoecker. "A Novel Morphological Operator to Calculate Euler Number". International Workshop on Medical Imaging and Augmented Reality (MIAR 2001). Shatin, N.T., Hong Kong. June 10&#45;June 12, 2001.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838018&pid=S1665-6423201300030000600027&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;25&#93; D. Zhang and G. Lu. "Review of shape representation and description techniques". Pattern Recognition, 37:1&#45;19, 2004.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838020&pid=S1665-6423201300030000600028&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;26&#93; Ch. Zhang, Z. Qiu and D. Sun and J. Wu. "Euclidean Quality Assessment for Binary Images". 18th International Conference on Pattern Recognition, ICPR 2006. Pp. 300&#45;303, 2006.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838022&pid=S1665-6423201300030000600029&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">&#91;27&#93; D. Zioua and M. Allilib. "Generating cubical complexes from image data and computation of the" Euler number. Pattern Recognition 35:2833&#45;2839, 2002.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=4838024&pid=S1665-6423201300030000600030&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>      ]]></body><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Acharya]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhattacharya]]></surname>
<given-names><![CDATA[B. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Bishnu]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Kundu]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Murthy]]></surname>
<given-names><![CDATA[Ch. A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Computing the Euler Number of a Binary Image]]></source>
<year>Apri</year>
<month>l </month>
<day>11</day>
</nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Al Faqheri]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Masho-hor]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A Real-Time Malaysian Automatic License Plate Recognition (M-ALPR) Using Hybrid Fuzzy]]></article-title>
<source><![CDATA[International Journal of Computer Science and Network Security]]></source>
<year>2009</year>
<month>20</month>
<day>09</day>
<volume>9</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>333-340</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Athow]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Abbasi]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Amer]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A Real-Time FPGA Architecture of a Modified Stable Euler-Number Algorithm for Image Binarization]]></article-title>
<source><![CDATA[Technical Report 2009-1ATHOW]]></source>
<year>Janu</year>
<month>ar</month>
<day>y </day>
<publisher-name><![CDATA[Department of Electrical and Computer Engineering, Concordia University]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beri]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Nef]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Algorithms for the Euler characteristic and related additive functionals of digital objects]]></article-title>
<source><![CDATA[Comput. Vision, Graphics Image Process.]]></source>
<year>1984</year>
<volume>28</volume>
<page-range>166-175</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beri]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Computing the Euler characteristic and related additive functionals of digital objects from their beentree representation]]></article-title>
<source><![CDATA[Comput. Vision, Graphics Image Process.]]></source>
<year>1987</year>
<volume>40</volume>
<page-range>115-126</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bishnu]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhattacharya]]></surname>
<given-names><![CDATA[B. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Kundu]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Murthy]]></surname>
<given-names><![CDATA[C.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Acharya]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[On chip computation of Euler number of a binary image for efficient database search]]></article-title>
<source><![CDATA[Proc. of the International Conference on Image Processing (ICIP)]]></source>
<year>2001</year>
<volume>III</volume>
<page-range>310-313</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bishnu]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhattacharya]]></surname>
<given-names><![CDATA[B. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Kundu]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Murthy]]></surname>
<given-names><![CDATA[C.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Acharya]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A pipeline architecture for computing the Euler number of a binary image]]></article-title>
<source><![CDATA[Journal of Systems Architecture]]></source>
<year>2005</year>
<volume>51</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>47-487</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bribiesca]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A new chain code]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>1999</year>
<volume>32</volume>
<page-range>235-251</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bribiesca]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Computation of the Euler number using the contact perimeter]]></article-title>
<source><![CDATA[Computers & Mathematics with Applications]]></source>
<year>2010</year>
<volume>60</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>364-1373</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[M. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Yan]]></surname>
<given-names><![CDATA[P. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A fast algorithm to calculate the Euler number for binary images]]></article-title>
<source><![CDATA[Pattern Recognition Letters]]></source>
<year>1988</year>
<volume>8</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>295-297</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chiavetta]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Di Gesú]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Parallel computation of the Euler number via connectivity graph]]></article-title>
<source><![CDATA[Pattern Recognition Letters]]></source>
<year>1993</year>
<volume>14</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>849-859</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dey]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhattacharya]]></surname>
<given-names><![CDATA[B. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Kundu]]></surname>
<given-names><![CDATA[M.K.]]></given-names>
</name>
<name>
<surname><![CDATA[Acharya]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A fast algorithm for computing the Euler number of an image and its VLSI implementation]]></article-title>
<source><![CDATA[Proc. 13th International Conference on VLSI Design]]></source>
<year>2000</year>
<page-range>330-335</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>13</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Díaz de León S.]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sossa]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[On the computation of the Euler number of a binary object]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>1996</year>
<volume>29</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>471-476</page-range></nlm-citation>
</ref>
<ref id="B14">
<label>14</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dyer]]></surname>
<given-names><![CDATA[Ch. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Computing the Euler number of an image from its quatree]]></article-title>
<source><![CDATA[Comput. Vision, Graphics Image Process.]]></source>
<year>1980</year>
<volume>13</volume>
<numero>l</numero>
<issue>l</issue>
<page-range>270-276</page-range></nlm-citation>
</ref>
<ref id="B15">
<label>15a</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Imiya]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Eckhardt]]></surname>
<given-names><![CDATA[U.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[The Euler Characteristics of Discrete Objects and Discrete Quasi-Objects]]></article-title>
<source><![CDATA[Computer Vision and Image Understanding]]></source>
<year></year>
<volume>75</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>307-318</page-range></nlm-citation>
</ref>
<ref id="B16">
<label>15b</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kiderlen]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Estimating the Euler Characteristic of a planar set from a digital image]]></article-title>
<source><![CDATA[Journal of Visual Communication and Image Representation]]></source>
<year>2006</year>
<volume>17</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>1237-1255</page-range></nlm-citation>
</ref>
<ref id="B17">
<label>16</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nagel]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Ohser]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pischang]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[An integral-geometric approach for the Euler-Poincare characteristic of spatial images]]></article-title>
<source><![CDATA[Journal of Microsc]]></source>
<year>2000</year>
<volume>189</volume>
<page-range>54-62</page-range></nlm-citation>
</ref>
<ref id="B18">
<label>16a</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nonato]]></surname>
<given-names><![CDATA[L. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Castelo Filho]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Minghim]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Batista]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Morse Operators for Digital Planar Surfaces and their Application to Image Segmentation]]></article-title>
<source><![CDATA[IEEE Trans. On Image Proc.]]></source>
<year>2004</year>
<volume>13</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>216-227</page-range></nlm-citation>
</ref>
<ref id="B19">
<label>17</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Samet]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Computing Geometric Properties of Images Represented by Linear Quadtrees]]></article-title>
<source><![CDATA[IEEE Trans. PAMI]]></source>
<year>1985</year>
<volume>7</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>229-240</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>18</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Snidaro]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Foresti]]></surname>
<given-names><![CDATA[G. L.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Real-time Thresholding with Euler Numbers]]></article-title>
<source><![CDATA[Pattern Recognition Letters]]></source>
<year>2003</year>
<volume>24</volume>
<numero>910</numero>
<issue>910</issue>
<page-range>1533-1544</page-range></nlm-citation>
</ref>
<ref id="B21">
<label>19</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sossa]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Cuevas]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Zaldivar]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Computation of the Euler Number of a Binary Image Composed of Hexagonal Cells]]></article-title>
<source><![CDATA[Journal of Applied Research and Technology]]></source>
<year>2010</year>
<volume>8</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>340-351</page-range></nlm-citation>
</ref>
<ref id="B22">
<label>19a</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sossa]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Cuevas]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Zaldivar]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Alternative Way to Compute the Euler Number of a Binary Image]]></article-title>
<source><![CDATA[Journal of Applied Research and Technology]]></source>
<year>2011</year>
<volume>9</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>335-341</page-range></nlm-citation>
</ref>
<ref id="B23">
<label>20</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vatsa]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Singh]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Mitra]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Noore]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Signature Verification using Static and Dynamic Features]]></source>
<year>2004</year>
<page-range>350-355</page-range><publisher-name><![CDATA[Springer-Verlag]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<label>21</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wong]]></surname>
<given-names><![CDATA[L. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Ewe]]></surname>
<given-names><![CDATA[H. T.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A Sutdy of Nodule Detection using Opaque Object Filter]]></article-title>
<source><![CDATA[Biomed 06. IFMBE Proceedings]]></source>
<year>2007</year>
<volume>15</volume>
<page-range>236-240</page-range></nlm-citation>
</ref>
<ref id="B25">
<label>22</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Xiaozhu]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Yun]]></surname>
<given-names><![CDATA[Sh.]]></given-names>
</name>
<name>
<surname><![CDATA[Junwei]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Yanmin]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A proof of image Euler Number formula]]></article-title>
<source><![CDATA[Science in China]]></source>
<year>2006</year>
<volume>49</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>364-371</page-range></nlm-citation>
</ref>
<ref id="B26">
<label>23</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[H. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sengupta]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Intelligent shape recognition for complex industrial tasks]]></article-title>
<source><![CDATA[IEEE Control Systems Magazine]]></source>
<year>1988</year>
<volume>8</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>23-29</page-range></nlm-citation>
</ref>
<ref id="B27">
<label>24</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Moss]]></surname>
<given-names><![CDATA[R. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Stoecker]]></surname>
<given-names><![CDATA[W. V.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A Novel Morphological Operator to Calculate Euler Number]]></article-title>
<source><![CDATA[]]></source>
<year></year>
<conf-name><![CDATA[ International Workshop on Medical Imaging and Augmented Reality (MIAR 2001)]]></conf-name>
<conf-date>June 10-June 12, 2001</conf-date>
<conf-loc>Hong Kong </conf-loc>
</nlm-citation>
</ref>
<ref id="B28">
<label>25</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Lu]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Review of shape representation and description techniques]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>2004</year>
<volume>37</volume>
<page-range>1-19</page-range></nlm-citation>
</ref>
<ref id="B29">
<label>26</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Ch.]]></given-names>
</name>
<name>
<surname><![CDATA[Qiu]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Sun]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Euclidean Quality Assessment for Binary Images]]></article-title>
<source><![CDATA[18th International Conference on Pattern Recognition]]></source>
<year>2006</year>
<page-range>300-303</page-range><publisher-name><![CDATA[ICPR]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<label>27</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zioua]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Allilib]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Generating cubical complexes from image data and computation of the]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>2002</year>
<volume>35</volume>
<page-range>2833-2839</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
