Mauricio Villegas

According to our database, Mauricio Villegas authored at least 50 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Pay attention to what you read: Non-recurrent handwritten text-Line recognition.

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Pattern Recognit., 2022

Content and Style Aware Generation of Text-Line Images for Handwriting Recognition.

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture.

Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol

Pattern Recognit., 2021

2020

A neural model for text localization, transcription and named entity recognition in full pages.

Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós

Pattern Recognit. Lett., 2020

Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition.

Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Named Entity Recognition and Relation Extraction with Graph Neural Networks in Semi Structured Documents.

Manuel Carbonell, Pau Riba, Mauricio Villegas, Alicia Fornés, Josep Lladós

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Distilling Content from Style for Handwritten Word Recognition.

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images.

Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

A set of benchmarks for Handwritten Text Recognition on historical documents.

Joan-Andreu Sánchez, Verónica Romero, Alejandro H. Toselli, Mauricio Villegas, Enrique Vidal

Pattern Recognit., 2019

Transforming scholarship in the archives through handwritten text recognition.

Günter Mühlberger, Louise Seaward, Melissa Terras, Sofia Ares Oliveira, Vicente Bosch, Maximilian Bryan, Sebastian Colutto, Hervé Déjean, Markus Diem, Stefan Fiel, Basilis Gatos, Albert Greinoecker, Tobias Grüning, Günter Hackl, Vili Haukkovaara, Gerhard Heyer, Lauri Hirvonen, Tobias Hodel, Matti Jokinen, Philip Kahle, Mario Kallio, Frédéric Kaplan, Florian Kleber, Roger Labahn, Eva Maria Lang, Sören Laube, Gundram Leifert, Georgios Louloudis, Rory McNicholl, Jean-Luc Meunier, Johannes Michael, Elena Mühlbauer, Nathanael Philipp, Ioannis Pratikakis, Joan Puigcerver Pérez, Hannelore Putz, George Retsinas, Verónica Romero, Robert Sablatnig, Joan-Andreu Sánchez, Philip Schofield, Giorgos Sfikas, Christian Sieber, Nikolaos Stamatopoulos, Tobias Strauß, Tamara Terbul, Alejandro H. Toselli, Berthold Ulreich, Mauricio Villegas, Enrique Vidal, Johanna Walcher, Max Weidemann, Herbert Wurster, Konstantinos Zagoris

J. Documentation, 2019

TreyNet: A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages.

Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós

CoRR, 2019

Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition.

Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas

CoRR, 2019

Document Domain Adaptation with Generative Adversarial Networks.

Diede Rusticus, Lutz Goldmann, Matthias Reisser, Mauricio Villegas

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

End-to-End Handwritten Text Detection and Transcription in Full Pages.

Manuel Carbonell, Joan Mas, Mauricio Villegas, Alicia Fornés, Josep Lladós

Proceedings of the Second International Workshop on Machine Learning, 2019

Automatic Image Annotation at ImageCLEF.

Josiah Wang, Andrew Gilbert, Bart Thomee, Mauricio Villegas

Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018

On the Derivational Entropy of Left-to-Right Probabilistic Finite-State Automata and Hidden Markov Models.

Joan-Andreu Sánchez, Martha-Alicia Rocha, Verónica Romero, Mauricio Villegas

Comput. Linguistics, 2018

Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-End Model.

Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition.

Lei Kang, Juan Ignacio Toledo, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol

Proceedings of the Pattern Recognition - 40th German Conference, 2018

Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation.

Bogdan Ionescu, Henning Müller, Mauricio Villegas, Alba Garcia Seco de Herrera, Carsten Eickhoff, Vincent Andrearczyk, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Sadid A. Hasan, Yuan Ling, Oladimeji Farri, Joey Liu, Matthew P. Lungren, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Liting Zhou, Mathias Lux, Cathal Gurrin

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

2017

ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset.

Joan-Andreu Sánchez, Verónica Romero, Alejandro H. Toselli, Mauricio Villegas, Enrique Vidal

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Overview of ImageCLEF 2017: Information Extraction from Images.

Bogdan Ionescu, Henning Müller, Mauricio Villegas, Helbert Arenas, Giulia Boato, Duc-Tien Dang-Nguyen, Yashin Dicente Cid, Carsten Eickhoff, Alba Garcia Seco de Herrera, Cathal Gurrin, Md Bayzidul Islam, Vassili Kovalev, Vitali Liauchuk, Josiane Mothe, Luca Piras, Michael Riegler, Immanuel Schwall

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

A Flexible Framework for the Evaluation of Unsupervised Image Annotation.

Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Exploiting Existing Modern Transcripts for Historical Handwritten Text Recognition.

Mauricio Villegas, Alejandro H. Toselli, Verónica Romero, Enrique Vidal

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task.

Mauricio Villegas, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal

Proceedings of the Working Notes of CLEF 2016, 2016

General Overview of ImageCLEF at the CLEF 2016 Labs.

Mauricio Villegas, Henning Müller, Alba Garcia Seco de Herrera, Roger Schaer, Stefano Bromuri, Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Krystian Mikolajczyk, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task.

Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk

Proceedings of the Working Notes of CLEF 2016, 2016

2015

Optical modelling and language modelling trade-off for Handwritten Text Recognition.

Mauricio Villegas, Joan-Andreu Sánchez, Enrique Vidal

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition.

Mauricio Villegas, Verónica Romero, Joan-Andreu Sánchez

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

General Overview of ImageCLEF at the CLEF 2015 Labs.

Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba Garcia Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Üsküdarli, Neda Barzegar Marvasti, José Francisco Aldana Montes, María del Mar Roldán García

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.

Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandréa, Robert J. Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Restricted Boltzmann Machines for Gender Classification.

Jordi Mansanet, Alberto Albiol, Roberto Paredes, Mauricio Villegas, Antonio Albiol

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Bleed-Through Removal by Learning a Discriminative Color Channel.

Mauricio Villegas, Alejandro H. Toselli

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task.

Mauricio Villegas, Roberto Paredes

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

ImageCLEF 2014: Overview and Analysis of the Results.

Barbara Caputo, Henning Müller, Jesus Martínez-Gómez, Mauricio Villegas, Burak Acar, Novi Patricia, Neda Barzegar Marvasti, Suzan Üsküdarli, Roberto Paredes, Miguel Cazorla, Ismael García-Varea, Vicente Morell

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

2013

Interactive Image Retrieval Based on Relevance Feedback.

Mauricio Villegas, Luis A. Leiva, Roberto Paredes

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

On improving robustness of LDA and SRDA by using tangent vectors.

Mauricio Villegas, Roberto Paredes

Pattern Recognit. Lett., 2013

Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask.

Mauricio Villegas, Roberto Paredes, Bart Thomee

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search.

Luis A. Leiva, Mauricio Villegas, Roberto Paredes

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

ImageCLEF 2013: The Vision, the Data and the Open Challenges.

Barbara Caputo, Henning Müller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhöfer, Hervé Goëau, Alexis Joly, Pierre Bonnet, Jesus Martínez-Gómez, Ismael García-Varea, Miguel Cazorla

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012

Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task.

Mauricio Villegas, Roberto Paredes

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

Dimensionality reduction by minimizing nearest-neighbor classification error.

Mauricio Villegas, Roberto Paredes

Pattern Recognit. Lett., 2011

Query refinement suggestion in multimodal image retrieval with relevance feedback.

Luis A. Leiva, Mauricio Villegas, Roberto Paredes

Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

2010

An Evaluation of Video-to-Video Face Verification.

Norman Poh, Chi-Ho Chan, Josef Kittler, Sébastien Marcel, Chris McCool, Enrique Argones-Rúa, José Luis Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavesic, Albert Ali Salah, Hui Fang, Nicholas Costen

IEEE Trans. Inf. Forensics Secur., 2010

Fusion of Qualities for Frame Selection in Video Face Verification.

Mauricio Villegas, Roberto Paredes

Proceedings of the 20th International Conference on Pattern Recognition, 2010

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation.

Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009

Face Video Competition.

Norman Poh, Chi-Ho Chan, Josef Kittler, Sébastien Marcel, Christopher McCool, Enrique Argones-Rúa, José Luis Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavesic, Albert Ali Salah, Hui Fang, Nicholas Costen

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Score Fusion by Maximizing the Area under the ROC Curve.

Mauricio Villegas, Roberto Paredes

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008

Face verification on color images using local features.

Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification.

Mauricio Villegas, Roberto Paredes

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Face Recognition in Color Using Complex and Hypercomplex Representations.

Mauricio Villegas, Roberto Paredes

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007