<?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>1405-5546</journal-id>
<journal-title><![CDATA[Computación y Sistemas]]></journal-title>
<abbrev-journal-title><![CDATA[Comp. y Sist.]]></abbrev-journal-title>
<issn>1405-5546</issn>
<publisher>
<publisher-name><![CDATA[Instituto Politécnico Nacional, Centro de Investigación en Computación]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-55462003000300007</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Medida de similitud para objetos 2D y 3D a través de una energía de transformación óptima]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sánchez -Cruz]]></surname>
<given-names><![CDATA[Hermilo]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bribiesca Correa]]></surname>
<given-names><![CDATA[Ernesto]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Instituto Tecnológico y de Estudios Superiores de Monterrey Centro de Electrónica y Telecomunicaciones ]]></institution>
<addr-line><![CDATA[Monterrey Nuevo León]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas ]]></institution>
<addr-line><![CDATA[México DF]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>09</month>
<year>2003</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>09</month>
<year>2003</year>
</pub-date>
<volume>7</volume>
<numero>1</numero>
<fpage>66</fpage>
<lpage>75</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-55462003000300007&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-55462003000300007&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-55462003000300007&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[A method of transforming an object O1 into another object O2 is presented in this work. The computation of this transformation is performed to measure shape similarity of objects. The considered objects are composed of spels (voxels for 3D objects and pixels for 2D objects). The difference in the shape of objects is performed by computing the number of spels to be moved, and by the distance they have to cover i transforming one object into another. This work is based on a method of transformation of objects, presented by Bribiesca [1] (1996). The contribution of this work is to optimise the Bribiesca's method by using principal axes to orientate objects, and by computing minimum energy or distance, to go from an object into another. To show the most important properties of our method, a set of 2D objects are analysed, and finally, this method is applied to 3D real world-objects, like those of some cars and some volcanoes near to the basin of Mexico.]]></p></abstract>
</article-meta>
</front><body><![CDATA[ <p align="justify"><font face="verdana" size="4">Resumen de tesis doctoral</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="4"><b>Medida de similitud para objetos 2D y 3D a trav&eacute;s de una energ&iacute;a de transformaci&oacute;n &oacute;ptima</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Tesista: Hermilo S&aacute;nchez &#150;Cruz</b>    <br> <i>Centro de Electr&oacute;nica y Telecomunicaciones     <br>   Instituto Tecnol&oacute;gico y de Estudios Superiores de Monterrey    <br> Av. Eugenio Garza Sada 2501     <br> Col. Tecnol&oacute;gico. 64849 Monterrey, Nuevo Le&oacute;n. M&eacute;xico    <br> Fax: (81) 8359 7211 </i>    ]]></body>
<body><![CDATA[<br>  E&#150;mail: <a href="mailto:herssan@itesm.mx">herssan@itesm.mx</a></font></p>     <p align="justify"><font face="verdana" size="2"><b>Director de Tesis: Ernesto Bribiesca Correa    <br> </b><i>Instituto de Investigaciones en Matem&aacute;ticas Aplicadas y en Sistemas.    <br> Universidad Nacional Aut&oacute;noma de M&eacute;xico    <br> Circuito Escolar, Ciudad Universitaria    <br> 04510, M&eacute;xico DF</i>.    <br>  E&#150;mail: <a href="mailto:ernesto@leibniz.unam.mx">ernesto@leibniz.unam.mx</a></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">A method of transforming an object O1 into another object O2 is presented in this work. The computation of this transformation is performed to measure shape similarity of objects. The considered objects are composed of <i>spels </i>(<i>voxels </i>for 3D objects <i>and pixels </i>for 2D objects). The difference in the shape of objects is performed by computing the number of <i>spels </i>to be moved, and by the distance they have to cover i transforming one object into another.</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">This work is based on a method of transformation of objects, presented by Bribiesca &#91;1&#93; (1996). The contribution of this work is to optimise the Bribiesca's method by using principal axes to orientate objects, and by computing minimum energy or distance, to go from an object into another. To show the most important properties of our method, a set of 2D objects are analysed, and finally, this method is applied to 3D real world&#150;objects, like those of some cars and some volcanoes near to the basin of Mexico.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><a href="/pdf/cys/v7n1/v7n1a7.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>Agradecimientos</b></font></p>     <p align="justify"><font face="verdana" size="2">Al Consejo Nacional de Ciencia y Tecnolog&iacute;a (CONACYT) y a la UNAM por los apoyos otorgados para la realizar el doctorado.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Referencias</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">1. <b>E.  Bribiesca</b>, Measuring 3&#150;D shape similarity using progressive transformations,   Pattern   Recognition   29   (1996) 1117&#150;1129.</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=2045972&pid=S1405-5546200300030000700001&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">2. <b>Ballard, D. H.</b> and <b>Brown, C.</b> Computer Vision, Prentice&#150;Hall, Englewood Cliffs, NJ (1982).</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=2045973&pid=S1405-5546200300030000700002&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">3. <b>Henk J.A.</b>; <b>M. Heijmans</b>, <b>Alexander V. Tuzikov.</b> Similarity and Symmetry Measures for Convex Shapes Using Minkowski Addition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20 (9) (Sept. 1998).</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=2045974&pid=S1405-5546200300030000700003&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">4. <b>Otterloo, Van</b>; <b>Peter, J. A.</b> Contour&#150;Oriented Approach to Shape Analysis. Prentice Hall, 368pp. (1991).</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=2045975&pid=S1405-5546200300030000700004&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">5. <b>Freeman, H.</b> On the Encoding of Arbitrary Geometric Configurations, IRE Trans. Electron. Comput. EC&#150;10 (1961) 260&#150;268.</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=2045976&pid=S1405-5546200300030000700005&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">6. <b>Bribiesca, E.</b> A New Change Code. Pattern Recognition 32 (1999) 235&#150;251.</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=2045977&pid=S1405-5546200300030000700006&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">7. <b>Arkin, Esther M.</b>; <b>Chew L. Paul</b>; <b>Huttenlocher, Daniel P.</b>; <b>Kedem Klara</b>; and <b>Mitchel Joseph S. B.</b> An  Efficient   Computable  Metric  for  Comparing Polygonal  Shapes.  IEEE  Transactions on Pattern Analysis and Machine Intelligence, 13 (3) 1991.</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=2045978&pid=S1405-5546200300030000700007&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">8. <b>Jain K.</b>, Fundamentals of Digital Image Processing. Prentice Hall Information and System Sciences Series. Thomas Kailath, series Editor, (1989) 569 pp.</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=2045979&pid=S1405-5546200300030000700008&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">9. <b>Danielsson, Per&#150;Erik</b>. Note a New Shape Factor. Computer Graphics and Image Processing. 7, (1978) 292&#150;299.</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=2045980&pid=S1405-5546200300030000700009&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">10. <b>Boyse, J. W.</b>, Data Structure for Solid Modeller, NFS Workshop on the Representation on Three&#150;Dimensional Objects, University of Pennsylvania (1979).</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=2045981&pid=S1405-5546200300030000700010&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">11. <b>Brooks R.</b>, Model Based 3&#150;D Interpretations of 2&#150;D Images, IEEE Trans. Pattern Anal. Mach. Intell., 5 (2), (1983) 140&#150;150.</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=2045982&pid=S1405-5546200300030000700011&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">12. <b>Dickinson, S. J.</b>; <b>Pentland, A. P.</b>;<b> Rosenfeld, A.</b> From volumes to views: an approach to 3&#150;D object recognition,    CVGIP:    Image   Understanding,    55 (1992) 130&#150;154.</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=2045983&pid=S1405-5546200300030000700012&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">13. <b>Besl, P. J.</b> and <b>Jain, R. C.</b> Three&#150;dimensional Object Recognition, ACM Computing Surveys, 17 (1985) 75&#150;139.</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=2045984&pid=S1405-5546200300030000700013&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">14. <b>Jain, A. K.</b>; <b>Hoffman, R.</b> Evidence&#150;based Recognition of 3&#150;D Objects, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10 (1988) 783&#150;802.</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=2045985&pid=S1405-5546200300030000700014&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">15. <b>Cohen&#150;Or, D.</b>; <b>Levin D.</b> and <b>Solomovici, A.</b> Three&#150;dimensional Distance Field Metamorphosis, ACM Transactions on Graphics, 17 (1998) 116&#150;141.</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=2045986&pid=S1405-5546200300030000700015&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">16. <b>Lohmann, G.</b> Volumetric Image Analysis, Wiley &amp; Sons and B. G. Teubner Publishers, New York, NY, (1998).</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=2045987&pid=S1405-5546200300030000700016&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">17. <b>Bribiesca, E.</b> and <b>Wilson, R. G.</b> A Measure of 2D Shape&#150;of&#150;Object Dissimilarity. Appl. Math. Lett., 10 (6) (1997) 107&#150;115.</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=2045988&pid=S1405-5546200300030000700017&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">18. <b>Faber, Tracy L</b>, <b>Stokety, Ernest M.</b> Orientation of 3D Structures in Medical Images. IEEE Transactions on Pattern and Machine Intelligence, 10 (5), (Sep 1988) 626&#150;633.</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=2045989&pid=S1405-5546200300030000700018&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">19. <b>G&aacute;lvez, J. M.</b> and <b>Canton, M.</b> Normalisation and Shape Recognition of Three&#150;Dimensional Objects by 3D Moments. Pattern Recognition, 26 (5) (1993) 667&#150;681.</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=2045990&pid=S1405-5546200300030000700019&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">20. <b>S&aacute;nchez&#150;Cruz, Hermilo</b> and <b>Bribiesca, Ernesto</b>. A Method of optimum transformation of 3D objects used as a measure of shape dissimilarity. Image and Vision Computing Journal. Elsevier. Vol. 21. No. 3, pp 1027&#150;1036 (2003).</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=2045991&pid=S1405-5546200300030000700020&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">21. <b>Borisenko, A. I.</b> and <b>Tarapov, I. E.</b> Vector and Tensor Analysis, Dover Publications, Inc., New York (1979).</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=2045992&pid=S1405-5546200300030000700021&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">22. <b>Karush, W.</b> Webster's New World Dictionary of Mathematics, Simon &amp; Schuster, Inc., New York, (1989).</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=2045993&pid=S1405-5546200300030000700022&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">23. <b>S&aacute;nchez, Hermilo</b>. Normalized similarity measure of 2D objects and their morphing. VII Congreso Iberoamericano de Reconocimiento de Patrones (CIARP) 2002, Ciudad de M&eacute;xico. ISBN: 970189476&#150;6, ed. Board, pp 75&#150;86.</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=2045994&pid=S1405-5546200300030000700023&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">24. <b>Hu, M. K. </b>Visual Pattern Recognition by Moment Invariants, IEEE Transactions in Information Theory, 8 (1962) 179&#150;187.</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=2045995&pid=S1405-5546200300030000700024&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">25. <b>Bondy, J. A.</b> and <b>Murty, U. S. R.</b> Graph Theory with Applications, The MacMillan Press Ltd, London and Basingstoke, (1976).</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=2045996&pid=S1405-5546200300030000700025&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">26. <b>Gould, R.</b>, Graph Theory, Emory University, The Benjamin/Cummings Publishing Company, Inc. (1988)</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=2045997&pid=S1405-5546200300030000700026&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">27. <b>Evans, James R</b>, and <b>Minieka, Edward</b>. Optimisation Algorithms for Networks and Graphs. Marcel Dekker, Inc, 470 pp. 1992.</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=2045998&pid=S1405-5546200300030000700027&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">28. <b>Meisel, William S.</b> Computer&#150;Oriented Approaches to Pattern Recognition. Academic. Press. (1974).</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=2045999&pid=S1405-5546200300030000700028&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">29. <b>Bribiesca, E.</b> Measuring 2&#150;D Shape Compactness Using the Contact Perimeter. Comput. Math. Appl., 33 (11) (Jun 1997) 1&#150;9.</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=2046000&pid=S1405-5546200300030000700029&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">30. <b>Egerv&aacute;ry, J.</b>, Matrixok Komb inatorikus Tulajdons&aacute;gair&oacute;l. Mathematika &eacute;s Fizikai L&aacute;pok, vol 38 (1931), 16&#150;28.</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=2046001&pid=S1405-5546200300030000700030&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">31. <b>S&aacute;nchez, Hermilo</b>. Optimizaci&oacute;n de una medida de Semejanza para Objetos Tridimensionales a Partir de Invariantes y Transformaciones. Computaci&oacute;n y Sistemas, 3 (4) (Abr&#150;jun 2000).</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=2046002&pid=S1405-5546200300030000700031&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --> ]]></body><back>
<ref-list>
<ref id="B1">
<label>1</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[Measuring 3-D shape similarity using progressive transformations]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>1996</year>
<numero>29</numero>
<issue>29</issue>
<page-range>1117-1129</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ballard]]></surname>
<given-names><![CDATA[D. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Brown]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Computer Vision]]></source>
<year>1982</year>
<publisher-loc><![CDATA[^eNJ NJ]]></publisher-loc>
<publisher-name><![CDATA[Prentice-Hall, Englewood Cliffs,]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Henk]]></surname>
<given-names><![CDATA[J.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Heijmans]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Tuzikov]]></surname>
<given-names><![CDATA[Alexander V]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Similarity and Symmetry Measures for Convex Shapes Using Minkowski Addition]]></article-title>
<source><![CDATA[IEEE Transactions on Pattern Analysis and Machine Intelligence]]></source>
<year>1998</year>
<volume>20</volume>
<numero>9</numero>
<issue>9</issue>
</nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Otterloo, Van]]></surname>
<given-names><![CDATA[Peter, J. A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Contour-Oriented Approach to Shape Analysis]]></source>
<year>1991</year>
<page-range>368</page-range><publisher-name><![CDATA[Prentice Hall]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Freeman]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[On the Encoding of Arbitrary Geometric Configurations]]></article-title>
<source><![CDATA[IRE Trans. Electron. Comput.]]></source>
<year>1961</year>
<numero>EC-10</numero>
<issue>EC-10</issue>
<page-range>260-268</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6</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 Change Code]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>1999</year>
<numero>32</numero>
<issue>32</issue>
<page-range>235-251</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[Arkin]]></surname>
<given-names><![CDATA[Esther M]]></given-names>
</name>
<name>
<surname><![CDATA[Chew L]]></surname>
<given-names><![CDATA[Paul]]></given-names>
</name>
<name>
<surname><![CDATA[Huttenlocher]]></surname>
<given-names><![CDATA[Daniel P]]></given-names>
</name>
<name>
<surname><![CDATA[Kedem]]></surname>
<given-names><![CDATA[Klara]]></given-names>
</name>
<name>
<surname><![CDATA[Mitchel]]></surname>
<given-names><![CDATA[Joseph S. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[An Efficient Computable Metric for Comparing Polygonal Shapes]]></article-title>
<source><![CDATA[IEEE Transactions on Pattern Analysis and Machine Intelligence]]></source>
<year>1991</year>
<volume>13</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jain]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[Fundamentals of Digital Image Processing]]></source>
<year>1989</year>
<page-range>569</page-range><publisher-name><![CDATA[Thomas Kailath]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Danielsson]]></surname>
<given-names><![CDATA[Per-Erik]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Note a New Shape Factor]]></article-title>
<source><![CDATA[Computer Graphics and Image Processing]]></source>
<year>1978</year>
<numero>7</numero>
<issue>7</issue>
<page-range>292-299</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Boyse]]></surname>
<given-names><![CDATA[J. W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Data Structure for Solid Modeller, NFS Workshop on the Representation on Three-Dimensional Objects]]></source>
<year>1979</year>
<publisher-name><![CDATA[University of Pennsylvania]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brooks]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[IEEE Trans. Pattern Anal. Mach. Intell.]]></source>
<year>1983</year>
<volume>5</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>140-150</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dickinson]]></surname>
<given-names><![CDATA[S. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pentland]]></surname>
<given-names><![CDATA[A. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Rosenfeld]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[From volumes to views: an approach to 3-D object recognition]]></article-title>
<source><![CDATA[CVGIP]]></source>
<year>1992</year>
<numero>55</numero>
<issue>55</issue>
<page-range>130-154</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[Besl]]></surname>
<given-names><![CDATA[P. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jain]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Three-dimensional Object Recognition]]></article-title>
<source><![CDATA[ACM Computing Surveys]]></source>
<year>1985</year>
<numero>17</numero>
<issue>17</issue>
<page-range>75-139</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[Jain]]></surname>
<given-names><![CDATA[A. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Hoffman]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Evidence-based Recognition of 3-D Objects]]></article-title>
<source><![CDATA[IEEE Transactions on Pattern Analysis and Machine Intelligence]]></source>
<year>1988</year>
<numero>10</numero>
<issue>10</issue>
<page-range>783-802</page-range></nlm-citation>
</ref>
<ref id="B15">
<label>15</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cohen-Or]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Levin]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Solomovici]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Three-dimensional Distance Field Metamorphosis]]></article-title>
<source><![CDATA[ACM Transactions on Graphics]]></source>
<year>1998</year>
<numero>17</numero>
<issue>17</issue>
<page-range>116-141</page-range></nlm-citation>
</ref>
<ref id="B16">
<label>16</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lohmann]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<source><![CDATA[Volumetric Image Analysis]]></source>
<year>1998</year>
<publisher-loc><![CDATA[New York^eNY NY]]></publisher-loc>
<publisher-name><![CDATA[Wiley & Sons and B. G. Teubner Publishers]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<label>17</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bribiesca]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Wilson]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A Measure of 2D Shape-of-Object Dissimilarity]]></article-title>
<source><![CDATA[Appl. Math. Lett.]]></source>
<year>1997</year>
<volume>10</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>107-115</page-range></nlm-citation>
</ref>
<ref id="B18">
<label>18</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Faber]]></surname>
<given-names><![CDATA[Tracy L]]></given-names>
</name>
<name>
<surname><![CDATA[Stokety]]></surname>
<given-names><![CDATA[Ernest M]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Orientation of 3D Structures in Medical Images]]></article-title>
<source><![CDATA[IEEE Transactions on Pattern and Machine Intelligence]]></source>
<year>1988</year>
<volume>10</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>626-633</page-range></nlm-citation>
</ref>
<ref id="B19">
<label>19</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gálvez]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Canton]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Normalisation and Shape Recognition of Three-Dimensional Objects by 3D Moments]]></article-title>
<source><![CDATA[Pattern Recognition]]></source>
<year>1993</year>
<volume>26</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>667-681</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>20</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sánchez-Cruz]]></surname>
<given-names><![CDATA[Hermilo]]></given-names>
</name>
<name>
<surname><![CDATA[Bribiesca]]></surname>
<given-names><![CDATA[Ernesto]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[A Method of optimum transformation of 3D objects used as a measure of shape dissimilarity]]></article-title>
<source><![CDATA[Image and Vision Computing Journal]]></source>
<year>2003</year>
<volume>21</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1027-1036</page-range><publisher-name><![CDATA[Elsevier]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<label>21</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Borisenko]]></surname>
<given-names><![CDATA[A. I.]]></given-names>
</name>
<name>
<surname><![CDATA[Tarapov]]></surname>
<given-names><![CDATA[I. E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Vector and Tensor Analysis]]></source>
<year>1979</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Dover Publications, Inc.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<label>22</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Karush]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Webster's New World Dictionary of Mathematics]]></source>
<year>1989</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Simon & Schuster, Inc.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B23">
<label>23</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[Hermilo]]></given-names>
</name>
</person-group>
<source><![CDATA[Normalized similarity measure of 2D objects and their morphing]]></source>
<year></year>
<conf-name><![CDATA[ VII Congreso Iberoamericano de Reconocimiento de Patrones (CIARP)]]></conf-name>
<conf-date>2002</conf-date>
<conf-loc>Ciudad de México </conf-loc>
<page-range>75-86</page-range><publisher-name><![CDATA[Board]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<label>24</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hu]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Visual Pattern Recognition by Moment Invariants]]></source>
<year>1962</year>
<volume>8</volume>
<page-range>179-187</page-range><publisher-name><![CDATA[IEEE Transactions in Information Theory]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<label>25</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bondy]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Murty]]></surname>
<given-names><![CDATA[U. S. R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Graph Theory with Applications]]></source>
<year>1976</year>
<publisher-loc><![CDATA[LondonBasingstoke ]]></publisher-loc>
<publisher-name><![CDATA[The MacMillan Press Ltd]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B26">
<label>26</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gould]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Graph Theory]]></source>
<year>1988</year>
<publisher-name><![CDATA[Emory University, The Benjamin/Cummings Publishing Company, Inc.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<label>27</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Evans]]></surname>
<given-names><![CDATA[James R]]></given-names>
</name>
<name>
<surname><![CDATA[Minieka]]></surname>
<given-names><![CDATA[Edward]]></given-names>
</name>
</person-group>
<source><![CDATA[Optimisation Algorithms for Networks and Graphs]]></source>
<year>1992</year>
<page-range>470</page-range><publisher-name><![CDATA[Marcel Dekker, Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<label>28</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Meisel]]></surname>
<given-names><![CDATA[William S]]></given-names>
</name>
</person-group>
<source><![CDATA[Computer-Oriented Approaches to Pattern Recognition]]></source>
<year>1974</year>
<publisher-name><![CDATA[Academic. Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<label>29</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[Measuring 2-D Shape Compactness Using the Contact Perimeter]]></article-title>
<source><![CDATA[Comput. Math. Appl.]]></source>
<year>1997</year>
<volume>33</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B30">
<label>30</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Egerváry]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Matrixok Komb inatorikus Tulajdonságairól]]></source>
<year>1931</year>
<volume>38</volume>
<page-range>16-28</page-range><publisher-name><![CDATA[Mathematika és Fizikai Lápok]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B31">
<label>31</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[Hermilo]]></given-names>
</name>
</person-group>
<article-title xml:lang="es"><![CDATA[Optimización de una medida de Semejanza para Objetos Tridimensionales a Partir de Invariantes y Transformaciones]]></article-title>
<source><![CDATA[Computación y Sistemas]]></source>
<year>2000</year>
<volume>3</volume>
<numero>4</numero>
<issue>4</issue>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
