César Beltrán-Castañón Ingela Nyström Fazel Famili (Eds.) 5 2 Progress in Pattern Recognition, 1 0 1 Image Analysis, Computer Vision, S C N and Applications L 21st Iberoamerican Congress, CIARP 2016 Lima, Peru, November 8–11, 2016 Proceedings 123 Lecture Notes in Computer Science 10125 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zurich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7412 é á ñó ö C sar Beltr n-Casta n Ingela Nystr m (cid:129) Fazel Famili (Eds.) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications 21st Iberoamerican Congress, CIARP 2016 – Lima, Peru, November 8 11, 2016 Proceedings 123 Editors CésarBeltrán-Castañón FazelFamili Pontificia Universidad Católica del Perú University of Ottawa Lima Ottawa, ON Peru Canada Ingela Nyström Uppsala University Uppsala Sweden ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-52276-0 ISBN978-3-319-52277-7 (eBook) DOI 10.1007/978-3-319-52277-7 LibraryofCongressControlNumber:2017930202 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics ©SpringerInternationalPublishingAG2017 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. 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Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The 21st Iberoamerican Congress on Pattern Recognition CIARP 2016 (Congreso IberoAmericano de Reconocimiento de Patrones), held during November 8–11, 2016, was the 21st edition of a yearly event organized by scientific associations of Iberoamerican countriesinthisfield.Inthisspecialanniversaryedition,asinprevious years, the congress received contributions from many countries beyond Iberoamerica. The papers presented research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, and remote sensing to name a few. The papers tackle theoretical as well as applied contributions in many fields related to the main topics of the conference. In this way, CIARP 2016 continued the tradition of an event that fosters scientific exchange, discussions, and cooperation among researchers. CIARP 2016 received 131contributions authored by researchers from 29 countries, 11 of which are Iberoamerican countries. These contributions were reviewed in a double-blind process and 69 papers were accepted. Following tradition, CIARP 2016 was a single-track conference in which 35 papers were selected for oral presentation and34werepresentedinpostersessions.Thetypeofpresentationdidnotimplyquality differences. The poster sessions were organized by topic to encourage discussions among authors and attendees. The IAPR-CIARP Best Paper Award recognizes outstanding contributions and is aimed atacknowledging excellence andoriginality of boththeoretical contributions to and practical applications in the field of pattern recognition and data mining. On the other hand, the CIARP Aurora Pons-Porrata Award is given to a living woman in recognition of her outstanding contribution to the field of pattern recognition or data mining. Beside the presentation of the 69 selected contributions, four keynotes were given by Professors Yann LeCun (Director of AI Research, Facebook Founding Director oftheNYUCenterforDataScience),B.S.Manjunath(Director,CenterforBio-image Informatics, University of California), Xiaohui Liu (Design and Physical Sciences, Department of Computer Science, Brunel University London), and George Azzopardi (Intelligent Computer Systems, ICT Faculty University of Malta). CIARP 2016 was organized by the Peruvian Association for Pattern Recognition, including members from the Pontificia Universidad Católica del Perú, with the endorsement of the Inter- national Association for Pattern Recognition (IAPR) and the sponsorphip of the fol- lowing national associations: Argentine Society for Pattern Recognition (SARP-SADIO), the Special Interest Group of the Brazilian Computer Society (SIGPR-SBC), the Chilean Association for Pattern Recognition (AChiRP), the Cuban Association for Pattern Recognition (ACRP), the Mexican Association for Computer Vision, Neural Computing and Robotics (MACVNR), the Spanish Association for VI Preface PatternRecognitionandImageAnalysis(AERFAI),UruguayanAssociationforPattern Recognition(AURP),andthePortugueseAssociationforPatternRecognition(APRP). We acknowledge the work of all members of the Organizing Committee and of the Program Committee for the rigorous work in the reviewing process. November 2016 César Beltrán Castañón Ingela Nyström Fazel Famili Organization Scientific Committee Ingela Nyström Uppsala Universitet, Sweden Fazel Famili University of Ottawa, Canada César Beltrán Castañón Pontificia Universidad Católica del Perú, Peru Steering Committee Marta Mejail SARP, Argentina Helio Cortes Vieira Lopes SIGPR-SBC, Brazil Marcelo Mendoza ACHiRP, Chile Andrés Gago Alonso ACRP, Cuba Eduardo Bayro-Corrochano MACVNR, Mexico Cesar A. Beltrán Castañón APeRP, Peru Luis Filipi Barbosa de APRP, Portugal Almeida Alexandre Roberto Paredes Palacios AERFAI, Spain Álvaro Pardo APRU, Uruguay Local Committee: PUCP Andrés Melgar Sasieta Marco Soldevilla Cabezudo Hugo Alatrista Salas Eduardo Cortavitarte Ivan Sipirán Mendoza Victor Cárdenas Castañeda Johan Baldeón Medrano Manuel Solórzano C. Layla Hirsh Martínez Kevin Baba Yamakawa Sofia Khlebnikov Nuñez Renato Hermoza Aragonés Rosario Medina Rodriguez Emilio García Ríos Ana Paula Galarreta Edmundo Aparicio María Elena Gonzáles Christian Pérez Arturo Oncevay Marcos Kervy Rivas Fernando Alva Manchego Erasmo Montoya VIII Organization Support Committee: PUCP Patricia Harman Araccelly Romero Milca Bueno R. Irma Palpan Gloria Vargas Q. Jesared Suarez Iliana Castillo Estrella Cuadrado Program Committee Daniel Acevedo Universidad de Buenos Aires, Argentina Cecilia Aguerrebere Duke University, USA Hugo Alatrista Pontificia Universidad Católica del Perú, Peru Enrique Alegre University of Leon, Spain Luis Alexandre Universidade da Beira Interior, Portugal Marco Alvarez Rhode Island University, USA Arnaldo Araujo Universidade Federal de Minas Gerais, Brazil Leticia Arco Asociación Cubana de Reconocimiento de Patrones, Cuba Akira Asano Kansai University, Japan George Azzopardi University of Malta, Malta Rafael Bello Universidad Central de Las Villas, Cuba Olga Bellon Universidade Federal do Parana, Brazil César Beltrán Castañón Pontificia Universidad Católica del Perú, Peru Rafael Berlanga Universitat Jaume I, Spain Paola Bermolen Universidad de la República, Uruguay Isabelle Bloch ENST – CNRS, France Jean-Francois Bonastre Université d’Avignon et des Pays de Vaucluse, France Gunilla Borgefors Uppsala University, Sweden Adrian Bors University of York, UK Henri Bouma Toegepast Natuurwetenschappelijk Onderzoek, The Netherlands Odemir-M. Bruno Universidade de Sao Paulo, Brazil Maria-Elena Buemi Universidad de Buenos Aires, Argentina José-Ramón Calvo De Lara CENATAV, La Habana, Cuba Guillermo Cámara Chavez Universidade Federal de Ouro Preto, Brazil Aldo Camargo Pontificia Universidad Católica del Perú, Peru Germán Capdehourat Universidad de la República, Uruguay Guillermo Carbajal Universidad de la República, Uruguay Miguel Carrasco Universidad Adolfo Ibanez, Chile Jesus-Ariel Carrasco-Ochoa INAOE, Mexico Benjamin Castañeda Pontificia Universidad Católica del Perú, Peru Organization IX Mauricio Cerda Universidad de Chile, Chile Rama Chellappa University of Maryland, USA Miguel Colom CMLA ENS, France Diego-Sebastián Comas Universidad Nacional de Mar de Plata, Argentina Eduardo Concepcion Universidad de Cienfuegos, Cuba Gabriel Cristobal Instituto de Optica (CSIC), Spain Rozenn Dahyot Trinity College Dublin, Ireland Claudio De Stefano Università di Cassino e del Lazio Meridionale, Italy Isabelle Debled-Rennesson LORIA, Université de Lorraine, France Mauricio Delbracio Duke University, USA Mariella Dimiccoli University of Barcelona, Spain Jefersson-Alex Dos Santos Universidade Federal de Minas Gerais, Brazil Boris Escalante Ramírez Universidad Nacional Autonoma de Mexico, Mexico Leandro Estrozi Institute de Biologie Structurale, France Alfonso Estudillo-Romero Universidad Nacional Autonoma de Mexico, Mexico Jacques Facon Pontificia Universidade Catolica do Parana, Brazil Alexandre Falcão University of Campinas (Unicamp), Brazil Fazel Famili University of Ottawa, Canada Maria-Ines Fariello Facultad de Ingeniería, Uruguay Giovanni-Maria Farinella University of Catania, Italy Alicia Fernandez Universidad de la República, Uruguay Enrique Ferreira Universidad Católica del Uruguay, Uruguay Gernot Fink TU Dortmund University, Germany Marcelo Fiori Universidad de la República, Uruguay Omar-U. Florez Intel Labs, USA Maria Frucci ICAR-CNR, Italy Andrés Gago-Alonso CENATAV, Cuba Edel Garcia CENATAV, Cuba Eduardo Garea CENATAV, Cuba Alexander Gelbukh Instituto Politécnico Nacional, Mexico Javier Giacomantone Universidad Nacional de la Plata, Argentina Lev Goldfarb University of New Brunswick, Canada FranciscoGomezFernandez Universidad de Buenos Aires, Argentina Alvaro Gómez Universidad de la República, Uruguay Norberto Goussies Universidad de Buenos Aires, Argentina Antoni Grau-Saldes Polytechnic University of Catalonia, Spain Silvio Guimaraes Pontificia Universidade Católica de Minas Gerais, Brazil Bilge Gunsel Istanbul Technical University, Turkey Michal Haindl UTIA, Czech Academy of Sciences, Czech Republic Steffen Hartel Universidad de Chile, Chile Ronaldo-Fumio Hashimoto University of Sao Paulo, Brazil Anders Hast Uppsala University, Sweden Laurent Heutte Université de Rouen, France Xiaoyi Jiang University of Münster, Germany