covid
Buscar en
Revista Iberoamericana de Automática e Informática Industrial RIAI
Toda la web
Inicio Revista Iberoamericana de Automática e Informática Industrial RIAI Detección Eficiente de Elipses en Imágenes. Aplicación al Posicionamiento 3D ...
Información de la revista

Estadísticas

Siga este enlace para acceder al texto completo del artículo

Detección Eficiente de Elipses en Imágenes. Aplicación al Posicionamiento 3D de un Robot Industrial
Efficient ellipse detection. Application to the 3D pose estimation of an industrial robot
Eusebio de la Fuente Lópeza,
Autor para correspondencia
efuente@eii.uva.es

Autor para correspondencia.
, Félix Miguel Trespaderneb
a Instituto de Tecnologías Avanzadas de la Producción, P° del Cauce 59, 47011 Valladolid, España
b Departamento de Ingeniería de Sistemas y Automática, Universidad de Valladolid, P° del Cauce 59, 47011 Valladolid, España
Leído
6098
Veces
se ha leído el artículo
2406
Total PDF
3692
Total HTML
Compartir estadísticas
 array:24 [
  "pii" => "S1697791212000635"
  "issn" => "16977912"
  "doi" => "10.1016/j.riai.2012.09.005"
  "estado" => "S300"
  "fechaPublicacion" => "2012-10-01"
  "aid" => "79"
  "copyright" => "Elsevier España, S.L.. Todos los derechos reservados"
  "copyrightAnyo" => "2012"
  "documento" => "article"
  "crossmark" => 0
  "licencia" => "http://creativecommons.org/licenses/by-nc-nd/3.0/"
  "subdocumento" => "fla"
  "cita" => "Revista Iberoamericana de Automática e Informática industrial. 2012;9:419-28"
  "abierto" => array:3 [
    "ES" => true
    "ES2" => true
    "LATM" => true
  ]
  "gratuito" => true
  "lecturas" => array:2 [
    "total" => 4370
    "formatos" => array:3 [
      "EPUB" => 36
      "HTML" => 2436
      "PDF" => 1898
    ]
  ]
  "itemSiguiente" => array:19 [
    "pii" => "S1697791212000684"
    "issn" => "16977912"
    "doi" => "10.1016/j.riai.2012.09.010"
    "estado" => "S300"
    "fechaPublicacion" => "2012-10-01"
    "aid" => "84"
    "copyright" => "Elsevier España, S.L."
    "documento" => "article"
    "crossmark" => 0
    "licencia" => "http://creativecommons.org/licenses/by-nc-nd/3.0/"
    "subdocumento" => "fla"
    "cita" => "Revista Iberoamericana de Automática e Informática industrial. 2012;9:429-40"
    "abierto" => array:3 [
      "ES" => true
      "ES2" => true
      "LATM" => true
    ]
    "gratuito" => true
    "lecturas" => array:2 [
      "total" => 4123
      "formatos" => array:3 [
        "EPUB" => 39
        "HTML" => 2145
        "PDF" => 1939
      ]
    ]
    "es" => array:11 [
      "idiomaDefecto" => true
      "titulo" => "Relleno de huecos en mallas 3D completas mediante algoritmos de restauración de imagen"
      "tienePdf" => "es"
      "tieneTextoCompleto" => "es"
      "tieneResumen" => array:2 [
        0 => "es"
        1 => "en"
      ]
      "paginas" => array:1 [
        0 => array:2 [
          "paginaInicial" => "429"
          "paginaFinal" => "440"
        ]
      ]
      "titulosAlternativos" => array:1 [
        "en" => array:1 [
          "titulo" => "Filling holes in digitized 3D meshes using image restoration algorithms"
        ]
      ]
      "contieneResumen" => array:2 [
        "es" => true
        "en" => true
      ]
      "contieneTextoCompleto" => array:1 [
        "es" => true
      ]
      "contienePdf" => array:1 [
        "es" => true
      ]
      "autores" => array:1 [
        0 => array:2 [
          "autoresLista" => "Emiliano Pérez Hernàndez, Santiago Salamanca Miño, Carlos Cerrada Somolinos, Pilar Merchán García, Antonio Adán Oliver"
          "autores" => array:5 [
            0 => array:2 [
              "nombre" => "Emiliano"
              "apellidos" => "Pérez Hernàndez"
            ]
            1 => array:2 [
              "nombre" => "Santiago"
              "apellidos" => "Salamanca Miño"
            ]
            2 => array:2 [
              "nombre" => "Carlos"
              "apellidos" => "Cerrada Somolinos"
            ]
            3 => array:2 [
              "nombre" => "Pilar"
              "apellidos" => "Merchán García"
            ]
            4 => array:2 [
              "nombre" => "Antonio"
              "apellidos" => "Adán Oliver"
            ]
          ]
        ]
      ]
    ]
    "idiomaDefecto" => "es"
    "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/S1697791212000684?idApp=UINPBA00004N"
    "url" => "/16977912/0000000900000004/v1_201305061534/S1697791212000684/v1_201305061534/es/main.assets"
  ]
  "itemAnterior" => array:19 [
    "pii" => "S1697791212000738"
    "issn" => "16977912"
    "doi" => "10.1016/j.riai.2012.09.015"
    "estado" => "S300"
    "fechaPublicacion" => "2012-10-01"
    "aid" => "89"
    "copyright" => "Elsevier España, S.L."
    "documento" => "simple-article"
    "crossmark" => 0
    "licencia" => "http://creativecommons.org/licenses/by-nc-nd/3.0/"
    "subdocumento" => "edi"
    "cita" => "Revista Iberoamericana de Automática e Informática industrial. 2012;9:417-8"
    "abierto" => array:3 [
      "ES" => true
      "ES2" => true
      "LATM" => true
    ]
    "gratuito" => true
    "lecturas" => array:2 [
      "total" => 1908
      "formatos" => array:3 [
        "EPUB" => 25
        "HTML" => 694
        "PDF" => 1189
      ]
    ]
    "es" => array:7 [
      "idiomaDefecto" => true
      "titulo" => "Sección Especial sobre Visión por Computador y Modelado 3D"
      "tienePdf" => "es"
      "tieneTextoCompleto" => 0
      "paginas" => array:1 [
        0 => array:2 [
          "paginaInicial" => "417"
          "paginaFinal" => "418"
        ]
      ]
      "contienePdf" => array:1 [
        "es" => true
      ]
      "autores" => array:1 [
        0 => array:2 [
          "autoresLista" => "José María Sebastián"
          "autores" => array:1 [
            0 => array:2 [
              "nombre" => "José"
              "apellidos" => "María Sebastián"
            ]
          ]
        ]
      ]
    ]
    "idiomaDefecto" => "es"
    "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/S1697791212000738?idApp=UINPBA00004N"
    "url" => "/16977912/0000000900000004/v1_201305061534/S1697791212000738/v1_201305061534/es/main.assets"
  ]
  "es" => array:16 [
    "idiomaDefecto" => true
    "titulo" => "Detección Eficiente de Elipses en Imágenes. Aplicación al Posicionamiento 3D de un Robot Industrial"
    "tieneTextoCompleto" => true
    "paginas" => array:1 [
      0 => array:2 [
        "paginaInicial" => "419"
        "paginaFinal" => "428"
      ]
    ]
    "autores" => array:1 [
      0 => array:4 [
        "autoresLista" => "Eusebio de la Fuente López, Félix Miguel Trespaderne"
        "autores" => array:2 [
          0 => array:4 [
            "nombre" => "Eusebio"
            "apellidos" => "de la Fuente López"
            "email" => array:1 [
              0 => "efuente@eii.uva.es"
            ]
            "referencia" => array:2 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">a</span>"
                "identificador" => "aff0005"
              ]
              1 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">¿</span>"
                "identificador" => "cor0005"
              ]
            ]
          ]
          1 => array:3 [
            "nombre" => "F&#233;lix"
            "apellidos" => "Miguel Trespaderne"
            "referencia" => array:1 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">b</span>"
                "identificador" => "aff0010"
              ]
            ]
          ]
        ]
        "afiliaciones" => array:2 [
          0 => array:3 [
            "entidad" => "Instituto de Tecnolog&#237;as Avanzadas de la Producci&#243;n&#44; P&#176; del Cauce 59&#44; 47011 Valladolid&#44; Espa&#241;a"
            "etiqueta" => "<span class="elsevierStyleSup">a</span>"
            "identificador" => "aff0005"
          ]
          1 => array:3 [
            "entidad" => "Departamento de Ingenier&#237;a de Sistemas y Autom&#225;tica&#44; Universidad de Valladolid&#44; P&#176; del Cauce 59&#44; 47011 Valladolid&#44; Espa&#241;a"
            "etiqueta" => "<span class="elsevierStyleSup">b</span>"
            "identificador" => "aff0010"
          ]
        ]
        "correspondencia" => array:1 [
          0 => array:3 [
            "identificador" => "cor0005"
            "etiqueta" => "&#8270;"
            "correspondencia" => "Autor para correspondencia&#46;"
          ]
        ]
      ]
    ]
    "titulosAlternativos" => array:1 [
      "en" => array:1 [
        "titulo" => "Efficient ellipse detection&#46; Application to the 3D pose estimation of an industrial robot"
      ]
    ]
    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle">Referencias no citadas</span><p id="par0005" class="elsevierStylePara elsevierViewall"><a class="elsevierStyleCrossRef" href="#bib0005">Ballard&#44; 1981</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0010">Bouguet&#44; 2010</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0015">Chaumette and Hutchinson&#44; 2006</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0020">Cheng and Liu&#44; 2004</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0025">Chum and Matas&#44; 2005</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0030">DeSouza and Kak&#44; 2002</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0035">Fischler and Bolles&#44; 1981</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0040">Fitzgibbon et al&#46;&#44; 1999</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0045">Fuente and de la&#44; 2011</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0050">Gracia and P&#233;rez&#44; 2010</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0055">Halir and Flusser&#44; 1998</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0060">Hahn et al&#46;&#44; 2008</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0065">Hartley and Zisserman&#44; 2004</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0070">Hermann and Klette&#44; 2006</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0075">Hough&#44; 1962</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0080">Illingworth and Kittler&#44; 1998</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0085">Kanatani and Liu&#44; 1993</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0090">Kanatani and Ohta&#44; 2004</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0095">Liu and Qiao&#44; 2009</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0100">Mai et al&#46;&#44; 2008</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0105">Marji&#44; 2003</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0110">McLaughlin&#44; 1998</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0115">McLaughlin and Alder&#44; 1998</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0120">Miguel Trespaderne and Fuente&#44; 2009</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0125">Myatt et al&#46;&#44; 2002</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0130">Mundy and Zisserman&#44; 1992</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0135">OpenCV&#44; 2011</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0140">Rosenhahn et al&#46;&#44; 2004</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0145">Rosin and West&#44; 1995</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0150">Rousseeuw and Leroy&#44; 1987</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0155">Soria et al&#46;&#44; 2008</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0160">Thanh et al&#46;&#44; 2009</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0165">Tordoff and Murray&#44; 2002</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0170">Xu et al&#46;&#44; 1990</a>&#44; <a class="elsevierStyleCrossRef" href="#bib0175">Zhang&#44; 1997</a> and <a class="elsevierStyleCrossRef" href="#bib0180">Zhang&#44; 1998</a>&#46;</p></span></span>"
    "textoCompletoSecciones" => array:1 [
      "secciones" => array:6 [
        0 => array:2 [
          "identificador" => "xres122575"
          "titulo" => "Resumen"
        ]
        1 => array:2 [
          "identificador" => "xpalclavsec109860"
          "titulo" => "Palabras clave"
        ]
        2 => array:2 [
          "identificador" => "xres122576"
          "titulo" => "Abstract"
        ]
        3 => array:2 [
          "identificador" => "xpalclavsec109859"
          "titulo" => "Keywords"
        ]
        4 => array:2 [
          "identificador" => "sec0010"
          "titulo" => "Referencias no citadas"
        ]
        5 => array:1 [
          "titulo" => "Referencias"
        ]
      ]
    ]
    "pdfFichero" => "main.pdf"
    "tienePdf" => true
    "fechaRecibido" => "2012-02-02"
    "fechaAceptado" => "2012-09-04"
    "PalabrasClave" => array:2 [
      "es" => array:1 [
        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Palabras clave"
          "identificador" => "xpalclavsec109860"
          "palabras" => array:4 [
            0 => "Reconocimiento de Patrones"
            1 => "Estimaci&#243;n Robusta"
            2 => "Visi&#243;n para Robots"
            3 => "Robots Industriales"
          ]
        ]
      ]
      "en" => array:1 [
        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Keywords"
          "identificador" => "xpalclavsec109859"
          "palabras" => array:4 [
            0 => "Visual Pattern Recognition"
            1 => "Robust Estimation"
            2 => "Robot Vision"
            3 => "Industrial Robots"
          ]
        ]
      ]
    ]
    "tieneResumen" => true
    "resumen" => array:2 [
      "es" => array:2 [
        "titulo" => "Resumen"
        "resumen" => "<p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">En este art&#237;culo se presenta un algoritmo para la detecci&#243;n de elipses en im&#225;genes&#44; cuyo objetivo es el c&#225;lculo d e la posici&#243;n 3D de una caracter&#237;stica circular en una aplicaci&#243;n rob&#243;tica&#46; El algoritmo emplea un procedimiento estoc&#225;stico RANSAC cuya eficiencia ha sido mejorada&#46; El muestreo aleatorio ha sido sustituido por un muestreo guiado sobre las cadenas de contorno de la imagen&#44; que son ordenadas de acuerdo a un criterio de probabilidad de formar parte de la elipse buscada&#46; Esta estrategia disminuye notablemente la cantidad de muestras necesarias&#44; permitiendo que el algoritmo sea adecuado para tiempo real&#46;</p>"
      ]
      "en" => array:2 [
        "titulo" => "Abstract"
        "resumen" => "<p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">In this paper&#44; we present a ellipse detection algorithm developed to measure the 3-D position of a circular feature in a robotic application&#46; The algorithm uses a RANSAC stochastic procedure whose efficiency has been significantly improved&#44; substituting the random sampling with a guided sampling on the curve segments in the image&#46; The contours of the image are first split analyzing their curvature&#46; Then the curve segments are sorted according to their likelihood to be part of the ellipse&#46; We have used the length as a prior indicator of this likelihood&#46; The RANSAC algorithm starts considering only the longer curve segments whilst shorter curve segments are progressively incorporated&#46; This strategy notably diminishes the amount of samples needed and makes the algorithm suitable for real time&#46;</p>"
      ]
    ]
    "bibliografia" => array:2 [
      "titulo" => "Referencias"
      "seccion" => array:1 [
        0 => array:2 [
          "identificador" => "bibs0005"
          "bibliografiaReferencia" => array:36 [
            0 => array:3 [
              "identificador" => "bib0005"
              "etiqueta" => "Ballard&#44; 1981"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Generalizing the Hough transform to detect arbitrary shapes"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:1 [
                            0 => "D&#46;H&#46; Ballard"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "Pattern Recognition&#46;"
                        "fecha" => "1981"
                        "volumen" => "13"
                        "numero" => "2"
                        "paginaInicial" => "111"
                        "paginaFinal" => "122"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            1 => array:3 [
              "identificador" => "bib0010"
              "etiqueta" => "Bouguet&#44; 2010"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Bouguet&#44; J&#46;Y&#46;&#44; 2010&#46; Camera calibration toolbox for matlab&#46; Disponible en&#58; http&#58;&#47;&#47;www&#46;vision&#46;caltech&#46;edu&#47;bouguetj&#47;calib&#95;doc&#47;&#46;"
                ]
              ]
            ]
            2 => array:3 [
              "identificador" => "bib0015"
              "etiqueta" => "Chaumette and Hutchinson&#44; 2006"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Visual servo control&#44; part I&#58; Basic approaches"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "F&#46; Chaumette"
                            1 => "S&#46; Hutchinson"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "IEEE Robotics and Automation Magazine"
                        "fecha" => "2006"
                        "volumen" => "13"
                        "numero" => "4"
                        "paginaInicial" => "82"
                        "paginaFinal" => "90"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            3 => array:3 [
              "identificador" => "bib0020"
              "etiqueta" => "Cheng and Liu&#44; 2004"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Efficient technique for ellipse detection using restricted randomized Hough transform&#46; In&#58; Proceedings of International"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "Z&#46; Cheng"
                            1 => "Y&#46; Liu"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:5 [
                        "tituloSerie" => "Conference on Information Technology"
                        "fecha" => "2004"
                        "volumen" => "2"
                        "paginaInicial" => "714"
                        "paginaFinal" => "718"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            4 => array:3 [
              "identificador" => "bib0025"
              "etiqueta" => "Chum and Matas&#44; 2005"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Chum&#44; O&#46;&#44; Matas&#44;J&#46;&#44; 2005&#46; Matching with PROSAC - progressive sampling concensus&#46; In Proc&#46; of the CVPR 2005&#46;"
                ]
              ]
            ]
            5 => array:3 [
              "identificador" => "bib0030"
              "etiqueta" => "DeSouza and Kak&#44; 2002"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Vision for mobile robot navigation&#58; A survey"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "G&#46;N&#46; DeSouza"
                            1 => "A&#46;C&#46; Kak"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "IEEE Pattern Analysis and Machine Intelligence"
                        "fecha" => "2002"
                        "volumen" => "24"
                        "numero" => "2"
                        "paginaInicial" => "237"
                        "paginaFinal" => "267"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            6 => array:3 [
              "identificador" => "bib0035"
              "etiqueta" => "Fischler and Bolles&#44; 1981"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Random sample consensus&#58; A paradigm for model &#64257;ting with applications to image analysis and automated&#46; cartography"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "M&#46;A&#46; Fischler"
                            1 => "R&#46;C&#46; Bolles"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:5 [
                        "tituloSerie" => "Comm&#46; ACM&#44; 24"
                        "fecha" => "1981"
                        "volumen" => "6"
                        "paginaInicial" => "381"
                        "paginaFinal" => "395"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            7 => array:3 [
              "identificador" => "bib0040"
              "etiqueta" => "Fitzgibbon et al&#46;&#44; 1999"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Direct least square fitting of ellipses"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:3 [
                            0 => "A&#46; Fitzgibbon"
                            1 => "M&#46; Pilu"
                            2 => "R&#46;B&#46; Fisher"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "IEEE Pattern Analysis and Machine Intelligence"
                        "fecha" => "1999"
                        "volumen" => "21"
                        "numero" => "5"
                        "paginaInicial" => "476"
                        "paginaFinal" => "480"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            8 => array:3 [
              "identificador" => "bib0045"
              "etiqueta" => "Fuente and de la&#44; 2011"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Fuente&#44; E&#46; de la&#44; 2011&#46; Robot guiado por visi&#243;n&#46; Video disponible en http&#58;&#47;&#47;www&#46;youtube&#46;com&#47;watch&#63;v&#61;RGyxOSdhNm8&#46;"
                ]
              ]
            ]
            9 => array:3 [
              "identificador" => "bib0050"
              "etiqueta" => "Gracia and P&#233;rez&#44; 2010"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Gracia L&#46;&#44; P&#233;rez C&#46;&#44; 2010&#46; Revisi&#243;n de esquemas de control visual y propuesta de mejora&#46; Revista Iberoamericana de Autom&#225;tica e Inform&#225;tica Industrial&#44; 7&#44; 2&#44; 57-67&#46;"
                ]
              ]
            ]
            10 => array:3 [
              "identificador" => "bib0055"
              "etiqueta" => "Halir and Flusser&#44; 1998"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Numerically stable direct least squares fitting of ellipses"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "R&#46; Halir"
                            1 => "J&#46; Flusser"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:4 [
                        "tituloSerie" => "6th Int&#46; Conf&#46; in Central Europe on Computer Graphics and Visualization"
                        "fecha" => "1998"
                        "paginaInicial" => "125"
                        "paginaFinal" => "132"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            11 => array:3 [
              "identificador" => "bib0060"
              "etiqueta" => "Hahn et al&#46;&#44; 2008"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "A new algorithm for ellipse detection by curve segments"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:4 [
                            0 => "K&#46; Hahn"
                            1 => "S&#46; Jung"
                            2 => "Y&#46; Han"
                            3 => "H&#46; Hahn"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "Pattern Recognition Letters"
                        "fecha" => "2008"
                        "volumen" => "29"
                        "numero" => "13"
                        "paginaInicial" => "1836"
                        "paginaFinal" => "1841"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            12 => array:3 [
              "identificador" => "bib0065"
              "etiqueta" => "Hartley and Zisserman&#44; 2004"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Hartley R&#46;&#44; Zisserman R&#46;&#44; 2004&#46; Multiple View Geometry in Computer Vision&#46; Cambridge University Press&#46;"
                ]
              ]
            ]
            13 => array:3 [
              "identificador" => "bib0070"
              "etiqueta" => "Hermann and Klette&#44; 2006"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Hermann&#44; S&#46;&#44; Klette&#44; R&#46;&#44; 2006&#46; A comparative study on 2d curvature estimators&#46; Research report CITR-TR-183&#44; CITR&#44; The University of Auckland&#44; New Zealand&#46;"
                ]
              ]
            ]
            14 => array:3 [
              "identificador" => "bib0075"
              "etiqueta" => "Hough&#44; 1962"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Hough&#44; P&#46;V&#46;C&#46;&#44; 1962&#46; Method and means for recognizing complex patterns&#46; U&#46;S&#46; Patent 3069654&#46;"
                ]
              ]
            ]
            15 => array:3 [
              "identificador" => "bib0080"
              "etiqueta" => "Illingworth and Kittler&#44; 1998"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "A survey of the Hough transform"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "J&#46; Illingworth"
                            1 => "J&#46; Kittler"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:5 [
                        "tituloSerie" => "Computer Vision&#44; Graphics and Image Processing"
                        "fecha" => "1998"
                        "volumen" => "44"
                        "paginaInicial" => "87"
                        "paginaFinal" => "116"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            16 => array:3 [
              "identificador" => "bib0085"
              "etiqueta" => "Kanatani and Liu&#44; 1993"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "3D interpretation of conics and orthogonality"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "K&#46; Kanatani"
                            1 => "W&#46; Liu"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "CVGIP&#58; Image Understanding"
                        "fecha" => "1993"
                        "volumen" => "58"
                        "numero" => "3"
                        "paginaInicial" => "286"
                        "paginaFinal" => "301"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            17 => array:3 [
              "identificador" => "bib0090"
              "etiqueta" => "Kanatani and Ohta&#44; 2004"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Automatic detection of circular objects by ellipse growing"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "K&#46; Kanatani"
                            1 => "N&#46; Ohta"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "International Journal of Image and Graphics"
                        "fecha" => "2004"
                        "volumen" => "4"
                        "numero" => "1"
                        "paginaInicial" => "35"
                        "paginaFinal" => "50"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            18 => array:3 [
              "identificador" => "bib0095"
              "etiqueta" => "Liu and Qiao&#44; 2009"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Multiple ellipses detection in noisy environments&#58; A hierarchical approach"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "Z&#46; Liu"
                            1 => "H&#46; Qiao"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "Pattern Recognition"
                        "fecha" => "2009"
                        "volumen" => "42"
                        "numero" => "11"
                        "paginaInicial" => "2421"
                        "paginaFinal" => "2433"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            19 => array:3 [
              "identificador" => "bib0100"
              "etiqueta" => "Mai et al&#46;&#44; 2008"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "A hierarchical approach for fast and robust ellipse extraction"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:4 [
                            0 => "F&#46; Mai"
                            1 => "Y&#46;S&#46; Hung"
                            2 => "H&#46; Zhong"
                            3 => "W&#46;F&#46; Sze"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "Pattern Recognition"
                        "fecha" => "2008"
                        "volumen" => "41"
                        "numero" => "8"
                        "paginaInicial" => "2512"
                        "paginaFinal" => "2524"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            20 => array:3 [
              "identificador" => "bib0105"
              "etiqueta" => "Marji&#44; 2003"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Marji&#44; M&#46;&#44; 2003&#46; On the detection of dominant points on digital planar curves PhD thesis&#44; Wayne State University&#44; Detroit&#44; Michigan&#46;"
                ]
              ]
            ]
            21 => array:3 [
              "identificador" => "bib0110"
              "etiqueta" => "McLaughlin&#44; 1998"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Randomized Hough transform&#58; improved ellipse detection with comparison"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:1 [
                            0 => "R&#46;A&#46; McLaughlin"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:5 [
                        "tituloSerie" => "Pattern Recognition Letters"
                        "fecha" => "1998"
                        "volumen" => "19"
                        "paginaInicial" => "299"
                        "paginaFinal" => "305"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            22 => array:3 [
              "identificador" => "bib0115"
              "etiqueta" => "McLaughlin and Alder&#44; 1998"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "The Hough transform versus the UpWrite"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "R&#46;A&#46; McLaughlin"
                            1 => "M&#46;D&#46; Alder"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:4 [
                        "tituloSerie" => "IEEE Pattern Analysis and Machine Intelligence"
                        "fecha" => "1998"
                        "paginaInicial" => "396"
                        "paginaFinal" => "400"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            23 => array:3 [
              "identificador" => "bib0120"
              "etiqueta" => "Miguel Trespaderne and Fuente&#44; 2009"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Miguel Trespaderne&#44; F&#46;&#44; Fuente&#44; E&#46; de la&#44; 2009&#46; Visually guided robot for radiator sealing&#46; IEEE International Conference on Emergent Technologies and Factory Automation&#46;"
                ]
              ]
            ]
            24 => array:3 [
              "identificador" => "bib0125"
              "etiqueta" => "Myatt et al&#46;&#44; 2002"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Myatt&#44; D&#46;R&#46;&#44; Torr&#44; P&#46;H&#46;S&#46;&#44; Nasuto&#44; S&#46;J&#46;&#44; Bishop&#44; J&#46;M&#46;&#44; Craddock&#46; R&#46;&#44; &#40;2002&#41;&#46; Napsac&#58; High noise&#44; high dimensional robust estimation - it&#39;s in the bag&#46; BMVC02&#44; 2&#44; 458-467&#46;"
                ]
              ]
            ]
            25 => array:3 [
              "identificador" => "bib0130"
              "etiqueta" => "Mundy and Zisserman&#44; 1992"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Mundy&#44; J&#46;L&#46;&#44; Zisserman&#44; A&#46;&#44; &#40;1992&#41;&#46; Eds&#46;&#44; Geometric Invariance in Computer Vision&#46; MIT Press&#44; Cambridge&#44; Massachusetts&#44; USA&#46;"
                ]
              ]
            ]
            26 => array:3 [
              "identificador" => "bib0135"
              "etiqueta" => "OpenCV&#44; 2011"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "OpenCV&#44; &#40;2011&#41;&#46; Open Source Computer Vision Library&#46; Disponible en&#58; http&#58;&#47;&#47;sourceforge&#46;net&#47;projects&#47;opencvlibrary&#47;&#46;"
                ]
              ]
            ]
            27 => array:3 [
              "identificador" => "bib0140"
              "etiqueta" => "Rosenhahn et al&#46;&#44; 2004"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Rosenhahn B&#46;&#44; Perwass C&#46;&#44; Sommer G&#46;&#44; 2004&#46; CVonline&#58; Foundations about&#46; 2D-3D pose estimation&#46; Disponible en&#58; http&#58;&#47;&#47;homepages&#46;inf&#46;ed&#46;ac&#46;uk&#47;rbf&#47;CVonline&#47;&#46;"
                ]
              ]
            ]
            28 => array:3 [
              "identificador" => "bib0145"
              "etiqueta" => "Rosin and West&#44; 1995"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Nonparametric segmentation of curves intovarious representations"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "P&#46;L&#46; Rosin"
                            1 => "G&#46;A&#46;W&#46; West"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "IEEE Pattern Analysis and Machine Intelligence"
                        "fecha" => "1995"
                        "volumen" => "17"
                        "numero" => "12"
                        "paginaInicial" => "1140"
                        "paginaFinal" => "1153"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            29 => array:3 [
              "identificador" => "bib0150"
              "etiqueta" => "Rousseeuw and Leroy&#44; 1987"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Rousseeuw&#44; P&#46;J&#46;&#44; Leroy&#44; A&#46;M&#46;&#44; 1987&#46; Robust Regression and Outlier Detection&#46; Wiley&#46;"
                ]
              ]
            ]
            30 => array:3 [
              "identificador" => "bib0155"
              "etiqueta" => "Soria et al&#46;&#44; 2008"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Control Servo-Visual de un Robot Manipulador Planar Basado en Pasividad"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:4 [
                            0 => "C&#46; Soria"
                            1 => "F&#46; Roberti"
                            2 => "R&#46; Carelli"
                            3 => "J&#46;M&#46; Sebasti&#225;n"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "Revista Iberoamericana de Autom&#225;tica e Inform&#225;tica Industrial"
                        "fecha" => "2008"
                        "volumen" => "5"
                        "numero" => "4"
                        "paginaInicial" => "54"
                        "paginaFinal" => "61"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            31 => array:3 [
              "identificador" => "bib0160"
              "etiqueta" => "Thanh et al&#46;&#44; 2009"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Thanh N&#46; M&#46;&#44; Ahuja S&#46;&#44; Wu Q&#46; M&#46; J&#46;&#44; 2009&#46; A real-time ellipse detection based on edge grouping&#46; IEEE International Conference on Systems&#44; Man&#44; and Cybernetics&#44; 3280-3286&#46;"
                ]
              ]
            ]
            32 => array:3 [
              "identificador" => "bib0165"
              "etiqueta" => "Tordoff and Murray&#44; 2002"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Tordoff&#44; B&#46;&#44; Murray&#44; D&#46;W&#46;&#44; 2002&#46; Guided sampling and consensus for motion estimation&#46; In Proc 7th European Conf on Computer Vision&#44; Copenhagen&#44; 82-98&#46;"
                ]
              ]
            ]
            33 => array:3 [
              "identificador" => "bib0170"
              "etiqueta" => "Xu et al&#46;&#44; 1990"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "A new curve detection method&#58; randomized Hough transform &#40;RHT&#41;"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:3 [
                            0 => "L&#46; Xu"
                            1 => "E&#46; Oja"
                            2 => "P&#46; Kultanena"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:6 [
                        "tituloSerie" => "Pattern Recognition Letters"
                        "fecha" => "1990"
                        "volumen" => "11"
                        "numero" => "5"
                        "paginaInicial" => "331"
                        "paginaFinal" => "338"
                      ]
                    ]
                  ]
                ]
              ]
            ]
            34 => array:3 [
              "identificador" => "bib0175"
              "etiqueta" => "Zhang&#44; 1997"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Zhang Z&#46;&#44; 1997&#46; Parameter estimation techniques&#58; a tutorial with application to conic fitting&#46; Image and Vision Computing 15&#44; 59-76&#46;"
                ]
              ]
            ]
            35 => array:3 [
              "identificador" => "bib0180"
              "etiqueta" => "Zhang&#44; 1998"
              "referencia" => array:1 [
                0 => array:1 [
                  "referenciaCompleta" => "Zhang Z&#46;&#44; 1998&#46; A Flexible New Technique for Camera Calibration&#46; Microsoft Research Technical Report MSR-TR-98-71&#44; Microsoft Corporation&#46;"
                ]
              ]
            ]
          ]
        ]
      ]
    ]
  ]
  "idiomaDefecto" => "es"
  "url" => "/16977912/0000000900000004/v1_201305061534/S1697791212000635/v1_201305061534/es/main.assets"
  "Apartado" => array:4 [
    "identificador" => "8238"
    "tipo" => "SECCION"
    "es" => array:2 [
      "titulo" => "Secci&#243;n Especial sobre Visi&#243;n por Computador y Modelado 3D"
      "idiomaDefecto" => true
    ]
    "idiomaDefecto" => "es"
  ]
  "PDF" => "https://static.elsevier.es/multimedia/16977912/0000000900000004/v1_201305061534/S1697791212000635/v1_201305061534/es/main.pdf?idApp=UINPBA00004N&text.app=https://www.elsevier.es/"
  "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/S1697791212000635?idApp=UINPBA00004N"
]
Información del artículo
ISSN: 16977912
Idioma original: Español
Datos actualizados diariamente
año/Mes Html Pdf Total
2024 Octubre 5 0 5
2024 Septiembre 13 5 18
2024 Agosto 20 7 27
2024 Julio 12 2 14
2024 Junio 14 5 19
2024 Mayo 11 8 19
2024 Abril 19 7 26
2024 Marzo 14 9 23
2024 Febrero 14 7 21
2024 Enero 14 1 15
2023 Diciembre 11 10 21
2023 Noviembre 18 10 28
2023 Octubre 16 7 23
2023 Septiembre 8 5 13
2023 Agosto 11 4 15
2023 Julio 15 11 26
2023 Junio 7 3 10
2023 Mayo 11 5 16
2023 Abril 27 5 32
2023 Marzo 12 2 14
2023 Febrero 11 5 16
2023 Enero 15 1 16
2022 Diciembre 23 5 28
2022 Noviembre 21 10 31
2022 Octubre 20 15 35
2022 Septiembre 20 8 28
2022 Agosto 18 13 31
2022 Julio 21 10 31
2022 Junio 21 3 24
2022 Mayo 31 7 38
2022 Abril 56 13 69
2022 Marzo 112 8 120
2022 Febrero 111 9 120
2022 Enero 61 10 71
2021 Diciembre 49 12 61
2021 Noviembre 72 15 87
2021 Octubre 37 7 44
2021 Septiembre 9 8 17
2021 Agosto 22 11 33
2021 Julio 16 3 19
2021 Junio 17 5 22
2021 Mayo 16 8 24
2021 Abril 39 27 66
2021 Marzo 14 10 24
2021 Febrero 14 11 25
2021 Enero 19 13 32
2020 Diciembre 11 11 22
2020 Noviembre 12 9 21
2020 Octubre 11 9 20
2020 Septiembre 9 9 18
2020 Agosto 12 8 20
2020 Julio 16 11 27
2020 Junio 8 11 19
2020 Mayo 10 39 49
2020 Abril 10 23 33
2020 Marzo 15 13 28
2020 Febrero 14 13 27
2020 Enero 4 8 12
2019 Diciembre 23 8 31
2019 Noviembre 11 7 18
2019 Octubre 61 5 66
2019 Septiembre 14 3 17
2019 Agosto 7 7 14
2019 Julio 10 4 14
2019 Junio 24 15 39
2019 Mayo 82 57 139
2019 Abril 37 13 50
2019 Marzo 5 7 12
2019 Febrero 5 6 11
2019 Enero 12 4 16
2018 Diciembre 10 4 14
2018 Noviembre 6 5 11
2018 Octubre 14 9 23
2018 Septiembre 19 11 30
2018 Agosto 3 23 26
2018 Julio 4 81 85
2018 Junio 8 26 34
2018 Mayo 8 36 44
2018 Abril 9 12 21
2018 Marzo 4 18 22
2018 Febrero 4 29 33
2018 Enero 8 17 25
2017 Diciembre 10 12 22
2017 Noviembre 15 14 29
2017 Octubre 15 20 35
2017 Septiembre 7 12 19
2017 Agosto 10 17 27
2017 Julio 25 23 48
2017 Junio 14 27 41
2017 Mayo 19 14 33
2017 Abril 6 18 24
2017 Marzo 15 78 93
2017 Febrero 6 11 17
2017 Enero 10 6 16
2016 Diciembre 19 15 34
2016 Noviembre 22 14 36
2016 Octubre 20 19 39
2016 Septiembre 26 13 39
2016 Agosto 15 12 27
2016 Julio 39 2 41
2016 Junio 26 33 59
2016 Mayo 29 32 61
2016 Abril 15 17 32
2016 Marzo 21 22 43
2016 Febrero 17 19 36
2016 Enero 28 23 51
2015 Diciembre 19 15 34
2015 Noviembre 15 18 33
2015 Octubre 18 19 37
2015 Septiembre 46 10 56
2015 Agosto 59 11 70
2015 Julio 67 13 80
2015 Junio 39 13 52
2015 Mayo 46 18 64
2015 Abril 29 9 38
2015 Marzo 28 4 32
2015 Febrero 10 10 20
2015 Enero 15 7 22
2014 Diciembre 17 5 22
2014 Noviembre 10 4 14
2014 Octubre 22 5 27
2014 Septiembre 25 5 30
2014 Agosto 12 4 16
2014 Julio 21 1 22
2014 Junio 12 2 14
2014 Mayo 29 3 32
2014 Abril 14 4 18
2014 Marzo 49 52 101
2014 Febrero 46 37 83
2014 Enero 45 31 76
2013 Diciembre 57 30 87
2013 Noviembre 48 53 101
2013 Octubre 62 48 110
2013 Septiembre 44 46 90
2013 Agosto 78 45 123
2013 Julio 83 46 129
2013 Junio 59 50 109
2013 Mayo 55 36 91
2013 Abril 81 39 120
2013 Marzo 95 59 154
2013 Febrero 49 48 97
2013 Enero 43 45 88
2012 Diciembre 47 64 111
2012 Noviembre 56 61 117
2012 Octubre 56 32 88
Mostrar todo

Siga este enlace para acceder al texto completo del artículo