Publications

This author has 43 publications. You can download a BibTeX file with all of them.

Theses
2 publications to date.
  • Mauricio Villegas. Contributions to High-Dimensional Pattern Recognition. Universidad Politécnica de Valencia. 2011. Supervised by Roberto Paredes
    Type: Phdthesis. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas. Face Analysis and Recognition in Mobile Devices. Máster en Inteligencia Artitificial, Reconocimiento de Formas y Análisis de Imágenes. Universitat Politècnica de València. 2008.
    Type: Mastersthesis. Available: BIB, Abstract. Download publication.
Books and book chapters
1 publication to date.
  • Mauricio Villegas, Luis A. Leiva, Roberto Paredes. Interactive Image Retrieval Based on Relevance Feedback. Multimodal Interaction in Image and Video Applications. Springer Berlin Heidelberg. 2013. Vol. 48 Intelligent Systems Reference Library, pp. 83-109.
    Type: Inbook. Available: BIB, Abstract. Download publication.
Refereed journal articles
3 publications to date.
  • Mauricio Villegas, Roberto Paredes. On improving robustness of LDA and SRDA by using tangent vectors. Pattern Recognition Letters, 2013. Vol. 34 (9), pp. 1094-1100.
    Type: Article. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Dimensionality reduction by minimizing nearest-neighbor classification error. Pattern Recognition Letters, 2011. Vol. 32 (4), pp. 633-639.
    Type: Article. Available: BIB, Abstract. Download publication.
  • Norman Poh, Chi H. Chan, Josef Kittler, Sébastien Marcel, Christopher McCool, Enrique Argones Rúa, José L. Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavešić, Albert A. Salah, Hui Fang, Nicholas Costen. An Evaluation of Video-to-Video Face Verification. Information Forensics and Security, IEEE Transactions on, 2010. Vol. 5 (4), pp. 781-801.
    Type: Article. Available: BIB, Abstract. Download publication.
Refereed conference papers
11 publications to date.
  • Mauricio Villegas, Verónica Romero, Joan-Andreu Sánchez. On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition. 7th Iberian Conference on Pattern Recognition and Image Analysis, 2015. Springer.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Joan-Andreu Sánchez, Enrique Vidal. Optical Modelling and Language Modelling Trade-off for Handwritten Text Recognition. 13th International Conference on Document Analysis and Recognition, 2015. IEEE Computer Society.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Alejandro H. Toselli. Bleed-through Removal by Learning a Discriminative Color Channel. Frontiers in Handwriting Recognition (ICFHR), 2014 International Conference on, 2014. pp. 47-52. IEEE.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Jordi Mansanet, Alberto Albiol, Roberto Paredes, Mauricio Villegas, Antonio Albiol. Restricted Boltzmann Machines for Gender Classification. Image Analysis and Recognition - 11th International Conference on, ICIAR 2014, 2014. pp. 274-281. Springer International Publishing.
    Type: Incollection. Available: BIB. Download publication.
  • Luis A. Leiva, Mauricio Villegas, Roberto Paredes. Query Refinement Suggestion in Multimodal Interactive Image Retrieval. Proceedings of the 13th International Conference on Multimodal Interaction (ICMI), 2011. pp. 311-314.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Fusion of Qualities for Frame Selection in Video Face Verification. Pattern Recognition, 2010. ICPR 2010. 20th International Conference on, 2010. pp. 1302-1305.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Sébastien Marcel, Christopher McCool, Pavel Matejka, Timo Ahonen, Jan Cernocky, Shayok Chakraborty, Vineeth Balasubramanian, Sethuraman Panchanathan, Chi H. Chan, Josef Kittler, Norman Poh, Benoit Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Levy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukas Machlica, John Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, Leibny Paola García-Perea, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes. On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. Recognizing Patterns in Signals, Speech, Images, and Videos. ICPR 2010 Contents, 2010. pp. 210-225. Springer Berlin / Heidelberg.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Score Fusion by Maximizing the Area Under the ROC Curve. 4th Iberian Conference on Pattern Recognition and Image Analysis, 2009. pp. 473-480. Springer.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Simultaneous Learning of a Discriminative Projection and Prototypes for Nearest-Neighbor Classification. Computer Vision and Pattern Recognition, 2008. CVPR '08. IEEE Computer Society Conference on, 2008. IEEE Computer Society.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal. Face Verification on Color Images Using Local Features. Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on, 2008. IEEE Computer Society.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Face Recognition in Color Using Complex and Hypercomplex Representations. 3rd Iberian Conference on Pattern Recognition and Image Analysis, 2007. pp. 217-224. Springer.
    Type: Incollection. Available: BIB, Abstract. Download publication.
Workshops and non-CORE indexed publications (peer reviewed)
20 publications to date.
  • Mauricio Villegas, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal. Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task. CLEF2016 Working Notes, 2016. pp. 233-253. CEUR-WS.org.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandrea, Robert Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk. Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task. CLEF2016 Working Notes, 2016. pp. 254-278. CEUR-WS.org.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandrea, Robert Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk. Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task. CLEF2015 Working Notes, 2015. pp. 1-22. CEUR-WS.org.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba García Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Uskudarli, Neda Marvasti, José F. Aldana, María del Mar Roldán García. General Overview of ImageCLEF at the CLEF 2015 Labs. Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015. pp. 444-461. Springer International Publishing.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. CLEF2014 Working Notes, 2014. pp. 308-328. CEUR-WS.org.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Barbara Caputo, Henning Müller, Jesús Martínez-Gómez, Mauricio Villegas, Burak Acar, Novi Patricia, Suzan Uskudarli, Roberto Paredes, Miguel Cazorla, Ismael García-Varea, Vicente Morell. ImageCLEF 2014: Overview and analysis of the results. Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014. pp. 192-211. Springer International Publishing.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes, Bart Thomee. Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. CLEF 2013 Evaluation Labs and Workshop, Online Working Notes, 2013. pp. 1-19.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Luis A. Leiva, Mauricio Villegas, Roberto Paredes. Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search. Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013. pp. 143-149. Springer Berlin Heidelberg.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Guillermo García Franco, Mauricio Villegas, Roberto Paredes. SAGH a supervised image hashing technique. Actas del WSRFAI 2013, 2013. pp. 17-20.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Barbara Caputo, Henning Müller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhöfer, Hervé Goeau, Alexis Joly, Pierre Bonnet, Jesús Martínez-Gómez, Ismael Garía-Varea, Miguel Cazorla. ImageCLEF 2013: The Vision, the Data and the Open Challenges. Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013. pp. 250-268. Springer Berlin Heidelberg.
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Image-Text Dataset Generation for Image Annotation and Retrieval. II Congreso Español de Recuperación de Información, CERI 2012, 2012. pp. 115-120.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task. CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, 2012.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. A k-NN Approach for Scalable Image Annotation Using General Web Data. Big Data Meets Computer Vision: First International Workshop on Large Scale Visual Recognition and Retrieval, held in conjunction with NIPS 2012, 2012. pp. 1-5.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. On Optimizing Local Feature Face Recognition for Mobile Devices. V Jornadas de Reconocimiento Biométrico de Personas, 2010. Alfonso Ortega, Antonio Miguel, Eduardo Lleida (Editors). pp. 177-186.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Norman Poh, Chi H. Chan, Josef Kittler, Sébastien Marcel, Christopher McCool, Enrique Argones Rúa, José L. Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavešić, Albert A. Salah, Hui Fang, Nicholas Costen. Face Video Competition. Proceedings of the 3rd International Conference on Biometrics (ICB), 2009. pp. 715-724. Springer.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal. Face Verification on Color Images Using Local Features. Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on, 2008. IEEE Computer Society.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Illumination Invariance for Local Feature Face Recognition. 1st Spanish Workshop on Biometrics, 2007.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Joaquim Arlandis, Javier Cano, José García-Hernández, Rafael Llobet, Gloria Mainar, Roberto Paredes, Alberto Pérez, Juan C. Pérez-Cortés, Ismael Salvador, Alejandro H. Toselli, Mauricio Villegas. ITI Image Recognition and Artificial Vision Group Activities. Pattern Recognition: Progress, Directions and Applications, 2006. Filiberto Plá, Petia Radeva, Jordi Vitrià (Editors). pp. 95-105. Centre de Visió per Computador. ISBN 84-933652-6-2
    Type: Incollection. Available: BIB, Abstract. Download publication.
  • Joaquim Arlandis, Javier Cano, José García-Hernández, Rafael Llobet, Gloria Mainar, Roberto Paredes, Jerónimo Pla, Alberto Pérez, Juan C. Pérez-Cortés, Ismael Salvador, Alejandro H. Toselli, Mauricio Villegas. Grupo de Reconocimiento de Imágenes y Visión Artificial (in Spanish). 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, 2005. pp. 153-158. Thomson.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas, Roberto Paredes. Comparison of Illumination Normalization Methods for Face Recognition. Third COST 275 Workshop - Biometrics on the Internet, 2005. Mauro Falcone, Aladdin Ariyaeenia, Andrea Paoloni (Editors). pp. 27-30. OPOCE.
    Type: Inproceedings. Available: BIB, Abstract. Download publication.
Talks and Seminars
6 publications to date.
  • Joan Puigcerver, Daniel Martín-Albo, Mauricio Villegas. Laia: A Deep Learning Toolkit for HTR. 2016.
    Type: Misc. Available: BIB. Download publication.
  • Mauricio Villegas. Dimensionality Reduction by Minimising Nearest-Neighbour Classification Error. 2010. Centre for Vision, Speech and Signal Processing (CVSSP) Seminar, Guildford, UK
    Type: Misc. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas. Simultaneous Learning of a Discriminative Projection and Prototypes for Nearest-Neighbor Classification. 2008. Instituto Tecnológico de Informática, PRHLT Seminar, Valencia, Spain
    Type: Misc. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas. On Integer-Based Face Recognition Algorithms. 2007. Instituto Tecnológico de Informática, PRHLT Seminar, Valencia, Spain
    Type: Misc. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas. The use of color in face recognition. 2006. Instituto Tecnológico de Informática, PRHLT Seminar, Valencia, Spain
    Type: Misc. Available: BIB, Abstract. Download publication.
  • Mauricio Villegas. El Detector de Caras del Portero Automático. 2006. Instituto Tecnológico de Informática, PRHLT Seminar, Valencia, Spain
    Type: Misc. Available: BIB, Abstract. Download publication.