Publications

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Theses

2 publications to date.

@PHDTHESIS{Villegas11_PhD,
 author  = {Mauricio Villegas},
 title   = {Contributions to High-Dimensional Pattern Recognition},
 school  = {Universidad Politécnica de Valencia},
 year    = {2011},
}

@MASTERSTHESIS{Villegas08d,
 author  = {Mauricio Villegas},
 title   = {Face Analysis and Recognition in Mobile Devices},
 school  = {Máster en Inteligencia Artitificial, Reconocimiento de Formas y Análisis de Imágenes. Universitat Politècnica de València},
 year    = {2008},
}

Books and book chapters

1 publication to date.

@INBOOK{Villegas13-chp,
 author    = {Mauricio Villegas and Luis A. Leiva and Roberto Paredes},
 chapter   = {Interactive Image Retrieval Based on Relevance Feedback},
 title     = {Multimodal Interaction in Image and Video Applications},
 publisher = {Springer Berlin Heidelberg},
 year      = {2013},
 volume    = {48},
 series    = {Intelligent Systems Reference Library},
 pages     = {83--109},
}

Peer-Reviewed journal articles

5 publications to date.

@ARTICLE{SANCHEZ2019122,
 author  = {Joan-Andreu Sánchez and Verónica Romero and Alejandro H. Toselli and Mauricio Villegas and Enrique Vidal},
 title   = {A set of benchmarks for Handwritten Text Recognition on historical documents},
 journal = {Pattern Recognition},
 year    = {2019},
 volume  = {94},
 pages   = {122 - 134},
}

@ARTICLE{,
 author  = {Joan-Andreu Sánchez and Martha-Alicia Rocha and Verónica Romero and Mauricio Villegas},
 title   = {On the Derivational Entropy of Left-to-Right Probabilistic Finite-State Automata and Hidden Markov Models},
 journal = {Computational Linguistics},
 year    = {2018},
 volume  = {44},
 number  = {1},
 pages   = {17-37},
}

@ARTICLE{,
 author  = {Mauricio Villegas and Roberto Paredes},
 title   = {On improving robustness of LDA and SRDA by using tangent vectors},
 journal = {Pattern Recognition Letters},
 year    = {2013},
 volume  = {34},
 number  = {9},
 pages   = {1094-1100},
}

@ARTICLE{Villegas11a,
 author  = {Mauricio Villegas and Roberto Paredes},
 title   = {Dimensionality reduction by minimizing nearest-neighbor classification error},
 journal = {Pattern Recognition Letters},
 year    = {2011},
 volume  = {32},
 number  = {4},
 pages   = {633--639},
}

@ARTICLE{Poh10,
 author  = {Norman Poh and Chi H. Chan and Josef Kittler and Sébastien Marcel and Christopher McCool and Enrique Argones Rúa and José L. Alba-Castro and Mauricio Villegas and Roberto Paredes and Vitomir Struc and Nikola Pavešić and Albert A. Salah and Hui Fang and Nicholas Costen},
 title   = {An Evaluation of Video-to-Video Face Verification},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year    = {2010},
 volume  = {5},
 number  = {4},
 pages   = {781--801},
}

Peer-Reviewed conference papers

12 publications to date.

@INPROCEEDINGS{8270157,
 author       = {Joan-Andreu Sánchez and Verónica Romero and Alejandro H. Toselli and Mauricio Villegas and Enrique Vidal},
 title        = {ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset},
 booktitle    = {2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)},
 year         = {2017},
 pages        = {1383-1388},
}

@INCOLLECTION{,
 author       = {Mauricio Villegas and Verónica Romero and Joan-Andreu Sánchez},
 title        = {On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition},
 booktitle    = {7th Iberian Conference on Pattern Recognition and Image Analysis},
 year         = {2015},
 publisher    = {Springer},
}

@INCOLLECTION{,
 author       = {Mauricio Villegas and Joan-Andreu Sánchez and Enrique Vidal},
 title        = {Optical Modelling and Language Modelling Trade-off for Handwritten Text Recognition},
 booktitle    = {13th International Conference on Document Analysis and Recognition},
 year         = {2015},
 publisher    = {IEEE Computer Society},
}

@INPROCEEDINGS{,
 author       = {Mauricio Villegas and Alejandro H. Toselli},
 title        = {Bleed-through Removal by Learning a Discriminative Color Channel},
 booktitle    = {Frontiers in Handwriting Recognition (ICFHR), 2014 International Conference on},
 year         = {2014},
 pages        = {47-52},
 publisher    = {IEEE},
}

@INCOLLECTION{Mansanet14_ICIAR,
 author       = {Jordi Mansanet and Alberto Albiol and Roberto Paredes and Mauricio Villegas and Antonio Albiol},
 title        = {Restricted Boltzmann Machines for Gender Classification},
 booktitle    = {Image Analysis and Recognition - 11th International Conference on, ICIAR 2014},
 year         = {2014},
 pages        = {274--281},
 publisher    = {Springer International Publishing},
}

@INPROCEEDINGS{Leiva11f,
 author       = {Luis A. Leiva and Mauricio Villegas and Roberto Paredes},
 title        = {Query Refinement Suggestion in Multimodal Interactive Image Retrieval},
 booktitle    = {Proceedings of the 13th International Conference on Multimodal Interaction (ICMI)},
 year         = {2011},
 pages        = {311--314},
}

@INPROCEEDINGS{Villegas10a,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Fusion of Qualities for Frame Selection in Video Face Verification},
 booktitle    = {Pattern Recognition, 2010. ICPR 2010. 20th International Conference on},
 year         = {2010},
 pages        = {1302-1305},
}

@INPROCEEDINGS{Marcel10,
 author       = {Sébastien Marcel and Christopher McCool and Pavel Matejka and Timo Ahonen and Jan Cernocky and Shayok Chakraborty and Vineeth Balasubramanian and Sethuraman Panchanathan and Chi H. Chan and Josef Kittler and Norman Poh and Benoit Fauve and Ondrej Glembek and Oldrich Plchot and Zdenek Jancik and Anthony Larcher and Christophe Levy and Driss Matrouf and Jean-François Bonastre and Ping-Han Lee and Jui-Yu Hung and Si-Wei Wu and Yi-Ping Hung and Lukas Machlica and John Mason and Sandra Mau and Conrad Sanderson and David Monzo and Antonio Albiol and Hieu V. Nguyen and Li Bai and Yan Wang and Matti Niskanen and Markus Turtinen and Juan Arturo Nolazco-Flores and Leibny Paola García-Perea and Roberto Aceves-Lopez and Mauricio Villegas and Roberto Paredes},
 title        = {On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation},
 booktitle    = {Recognizing Patterns in Signals, Speech, Images, and Videos. ICPR 2010 Contents},
 year         = {2010},
 pages        = {210--225},
 publisher    = {Springer Berlin / Heidelberg},
}

@INCOLLECTION{Villegas09a,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Score Fusion by Maximizing the Area Under the ROC Curve},
 booktitle    = {4th Iberian Conference on Pattern Recognition and Image Analysis},
 year         = {2009},
 pages        = {473--480},
 publisher    = {Springer},
}

@INPROCEEDINGS{Villegas08a,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Simultaneous Learning of a Discriminative Projection and Prototypes for Nearest-Neighbor Classification},
 booktitle    = {Computer Vision and Pattern Recognition, 2008. CVPR '08. IEEE Computer Society Conference on},
 year         = {2008},
 publisher    = {IEEE Computer Society},
}

@INPROCEEDINGS{Villegas08b,
 author       = {Mauricio Villegas and Roberto Paredes and Alfons Juan and Enrique Vidal},
 title        = {Face Verification on Color Images Using Local Features},
 booktitle    = {Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on},
 year         = {2008},
 publisher    = {IEEE Computer Society},
}

@INCOLLECTION{Villegas07a,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Face Recognition in Color Using Complex and Hypercomplex Representations},
 booktitle    = {3rd Iberian Conference on Pattern Recognition and Image Analysis},
 year         = {2007},
 pages        = {217--224},
 publisher    = {Springer},
}

Non-indexed papers and Workshops

23 publications to date.

@INPROCEEDINGS{Villegas16_CLEF,
 author       = {Mauricio Villegas and Joan Puigcerver and Alejandro H. Toselli and Joan-Andreu Sánchez and Enrique Vidal},
 title        = {Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task},
 booktitle    = {CLEF2016 Working Notes},
 year         = {2016},
 pages        = {233-253},
 publisher    = {CEUR-WS.org},
}

@INPROCEEDINGS{Gilbert16_CLEF,
 author       = {Andrew Gilbert and Luca Piras and Josiah Wang and Fei Yan and Arnau Ramisa and Emmanuel Dellandrea and Robert Gaizauskas and Mauricio Villegas and Krystian Mikolajczyk},
 title        = {Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task},
 booktitle    = {CLEF2016 Working Notes},
 year         = {2016},
 pages        = {254-278},
 publisher    = {CEUR-WS.org},
}

@INPROCEEDINGS{Villegas:16a,
 author       = {Mauricio Villegas and Alejandro H. Toselli and Verónica Romero and Enrique Vidal},
 title        = {Exploiting Existing Modern Transcripts for Historical Handwritten Text Recognition},
 booktitle    = {Proceedings of the 2016 International Conference on Frontiers in Handwriting Recognition},
 year         = {2016},
 pages        = {66--71},
 publisher    = {IEEE Computer Society},
}

@INPROCEEDINGS{Villegas:16b,
 author       = {Mauricio Villegas and Joan Puigcerver and Alejandro H. Toselli and Joan-Andreu Sánchez and Enrique Vidal},
 title        = {Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task},
 booktitle    = {CLEF, CEUR Workshop Proceeding},
 year         = {2016},
 pages        = {233-253},
}

@INPROCEEDINGS{Villegas:16c,
 author       = {Mauricio Villegas and Henning Müller and Alba García-Seco de Herrera and Roger Schaer and Stefano Bromuri and Andrew Gilbert and Luca Piras and Josiah Wang and Fei Yan and Arnau Ramisa and Emmanuel Dellandrea and Robert Gaizauskas and Krystian Mikolajczyk and Joan Puigcerver and Alejandro H. Toselli and Joan-Andreu Sánchez and Enrique Vidal},
 title        = {General Overview of ImageCLEF at the CLEF 2016 Labs},
 booktitle    = {Experimental IR Meets Multilinguality, Multimodality, and Interaction},
 year         = {2016},
 pages        = {267--285},
 publisher    = {Springer International Publishing},
}

@INPROCEEDINGS{,
 author       = {Andrew Gilbert and Luca Piras and Josiah Wang and Fei Yan and Emmanuel Dellandrea and Robert Gaizauskas and Mauricio Villegas and Krystian Mikolajczyk},
 title        = {Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task},
 booktitle    = {CLEF2015 Working Notes},
 year         = {2015},
 pages        = {1-22},
 publisher    = {CEUR-WS.org},
}

@INCOLLECTION{,
 author       = {Mauricio Villegas and Henning Müller and Andrew Gilbert and Luca Piras and Josiah Wang and Krystian Mikolajczyk and Alba García Seco de Herrera and Stefano Bromuri and M. Ashraful Amin and Mahmood Kazi Mohammed and Burak Acar and Suzan Uskudarli and Neda Marvasti and José F. Aldana and María del Mar Roldán García},
 title        = {General Overview of ImageCLEF at the CLEF 2015 Labs},
 booktitle    = {Experimental IR Meets Multilinguality, Multimodality, and Interaction},
 year         = {2015},
 pages        = {444-461},
 publisher    = {Springer International Publishing},
}

@INPROCEEDINGS{,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task},
 booktitle    = {CLEF2014 Working Notes},
 year         = {2014},
 pages        = {308-328},
 publisher    = {CEUR-WS.org},
}

@INCOLLECTION{,
 author       = {Barbara Caputo and Henning Müller and Jesús Martínez-Gómez and Mauricio Villegas and Burak Acar and Novi Patricia and Suzan Uskudarli and Roberto Paredes and Miguel Cazorla and Ismael García-Varea and Vicente Morell},
 title        = {ImageCLEF 2014: Overview and analysis of the results},
 booktitle    = {Information Access Evaluation. Multilinguality, Multimodality, and Interaction},
 year         = {2014},
 pages        = {192-211},
 publisher    = {Springer International Publishing},
}

@INPROCEEDINGS{,
 author       = {Mauricio Villegas and Roberto Paredes and Bart Thomee},
 title        = {Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask},
 booktitle    = {CLEF 2013 Evaluation Labs and Workshop, Online Working Notes},
 year         = {2013},
 pages        = {1-19},
}

@INCOLLECTION{Leiva13-CLEF,
 author       = {Luis A. Leiva and Mauricio Villegas and Roberto Paredes},
 title        = {Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search},
 booktitle    = {Information Access Evaluation. Multilinguality, Multimodality, and Visualization},
 year         = {2013},
 pages        = {143--149},
 publisher    = {Springer Berlin Heidelberg},
}

@INPROCEEDINGS{,
 author       = {Guillermo García Franco and Mauricio Villegas and Roberto Paredes},
 title        = {SAGH a supervised image hashing technique},
 booktitle    = {Actas del WSRFAI 2013},
 year         = {2013},
 pages        = {17-20},
}

@INCOLLECTION{,
 author       = {Barbara Caputo and Henning Müller and Bart Thomee and Mauricio Villegas and Roberto Paredes and David Zellhöfer and Hervé Goeau and Alexis Joly and Pierre Bonnet and Jesús Martínez-Gómez and Ismael Garía-Varea and Miguel Cazorla},
 title        = {ImageCLEF 2013: The Vision, the Data and the Open Challenges},
 booktitle    = {Information Access Evaluation. Multilinguality, Multimodality, and Visualization},
 year         = {2013},
 pages        = {250-268},
 publisher    = {Springer Berlin Heidelberg},
}

@INPROCEEDINGS{,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Image-Text Dataset Generation for Image Annotation and Retrieval},
 booktitle    = {II Congreso Español de Recuperación de Información, CERI 2012},
 year         = {2012},
 pages        = {115--120},
}

@INPROCEEDINGS{,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task},
 booktitle    = {CLEF 2012 Evaluation Labs and Workshop, Online Working Notes},
 year         = {2012},
}

@INPROCEEDINGS{,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {A k-NN Approach for Scalable Image Annotation Using General Web Data},
 booktitle    = {Big Data Meets Computer Vision: First International Workshop on Large Scale Visual Recognition and Retrieval, held in conjunction with NIPS 2012},
 year         = {2012},
 pages        = {1-5},
}

@INPROCEEDINGS{Villegas10b,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {On Optimizing Local Feature Face Recognition for Mobile Devices},
 booktitle    = {V Jornadas de Reconocimiento Biométrico de Personas},
 year         = {2010},
 editor       = {Alfonso Ortega and Antonio Miguel and Eduardo Lleida},
 pages        = {177-186},
}

@INPROCEEDINGS{Poh09,
 author       = {Norman Poh and Chi H. Chan and Josef Kittler and Sébastien Marcel and Christopher McCool and Enrique Argones Rúa and José L. Alba-Castro and Mauricio Villegas and Roberto Paredes and Vitomir Struc and Nikola Pavešić and Albert A. Salah and Hui Fang and Nicholas Costen},
 title        = {Face Video Competition},
 booktitle    = {Proceedings of the 3rd International Conference on Biometrics (ICB)},
 year         = {2009},
 pages        = {715--724},
 publisher    = {Springer},
}

@INPROCEEDINGS{Villegas08b,
 author       = {Mauricio Villegas and Roberto Paredes and Alfons Juan and Enrique Vidal},
 title        = {Face Verification on Color Images Using Local Features},
 booktitle    = {Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on},
 year         = {2008},
 publisher    = {IEEE Computer Society},
}

@INPROCEEDINGS{Villegas07b,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Illumination Invariance for Local Feature Face Recognition},
 booktitle    = {1st Spanish Workshop on Biometrics},
 year         = {2007},
}

@INCOLLECTION{Arlandis06a,
 author       = {Joaquim Arlandis and Javier Cano and José García-Hernández and Rafael Llobet and Gloria Mainar and Roberto Paredes and Alberto Pérez and Juan C. Pérez-Cortés and Ismael Salvador and Alejandro H. Toselli and Mauricio Villegas},
 title        = {ITI Image Recognition and Artificial Vision Group Activities},
 booktitle    = {Pattern Recognition: Progress, Directions and Applications},
 year         = {2006},
 editor       = {Filiberto Plá and Petia Radeva and Jordi Vitrià},
 pages        = {95--105},
 publisher    = {Centre de Visió per Computador},
}

@INPROCEEDINGS{arlandis05b,
 author       = {Joaquim Arlandis and Javier Cano and José García-Hernández and Rafael Llobet and Gloria Mainar and Roberto Paredes and Jerónimo Pla and Alberto Pérez and Juan C. Pérez-Cortés and Ismael Salvador and Alejandro H. Toselli and Mauricio Villegas},
 title        = {Grupo de Reconocimiento de Imágenes y Visión Artificial (in Spanish)},
 booktitle    = {En Actas del Primer Congreso Español de Informática (CEDI 2005), Simposio de Reconocimiento de Formas y Análisis de Imágenes (AERFAI). ISBN: 84-9732-445-5},
 year         = {2005},
 pages        = {153--158},
 publisher    = {Thomson},
}

@INPROCEEDINGS{Villegas05,
 author       = {Mauricio Villegas and Roberto Paredes},
 title        = {Comparison of Illumination Normalization Methods for Face Recognition},
 booktitle    = {Third COST 275 Workshop - Biometrics on the Internet},
 year         = {2005},
 editor       = {Mauro Falcone and Aladdin Ariyaeenia and Andrea Paoloni},
 pages        = {27-30},
 publisher    = {OPOCE},
}

Seminars

6 publications to date.

@MISC{,
 author       = {Joan Puigcerver and Daniel Martín-Albo and Mauricio Villegas},
 title        = {Laia: A Deep Learning Toolkit for HTR},
 year         = {2016},
}

@MISC{Villegas10_CVSSP,
 author       = {Mauricio Villegas},
 title        = {Dimensionality Reduction by Minimising Nearest-Neighbour Classification Error},
 year         = {2010},
}

@MISC{Villegas08a-sem,
 author       = {Mauricio Villegas},
 title        = {Simultaneous Learning of a Discriminative Projection and Prototypes for Nearest-Neighbor Classification},
 year         = {2008},
}

@MISC{Villegas07c,
 author       = {Mauricio Villegas},
 title        = {On Integer-Based Face Recognition Algorithms},
 year         = {2007},
}

@MISC{Villegas06b,
 author       = {Mauricio Villegas},
 title        = {The use of color in face recognition},
 year         = {2006},
}

@MISC{Villegas06a,
 author       = {Mauricio Villegas},
 title        = {El Detector de Caras del Portero Automático},
 year         = {2006},
}