Mauricio Villegas

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 30

Top Topics

Handwritten Text

Image Annotation

Language Modelling

Hidden Markov Models

Top Venues

CLEF (Working Notes)

Publications

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Content and Style Aware Generation of Text-Line Images for Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Content and Style Aware Generation of Text-line Images for Handwriting Recognition. CoRR (2022)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Pay attention to what you read: Non-recurrent handwritten text-Line recognition. Pattern Recognit. 129 (2022)
Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture. Pattern Recognit. 112 (2021)
Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition. WACV (2020)
Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós
A neural model for text localization, transcription and named entity recognition in full pages. Pattern Recognit. Lett. 136 (2020)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition. CoRR (2020)
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. ECCV (23) (2020)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Distilling Content from Style for Handwritten Word Recognition. ICFHR (2020)
Manuel Carbonell, Pau Riba, Mauricio Villegas, Alicia Fornés, Josep Lladós
Named Entity Recognition and Relation Extraction with Graph Neural Networks in Semi Structured Documents. ICPR (2020)
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. CoRR (2020)
Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition. CoRR (2019)
Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture. CoRR (2019)
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
Transforming scholarship in the archives through handwritten text recognition. J. Documentation 75 (5) (2019)
Manuel Carbonell, Joan Mas, Mauricio Villegas, Alicia Fornés, Josep Lladós
End-to-End Handwritten Text Detection and Transcription in Full Pages. WML@ICDAR (2019)
Diede Rusticus, Lutz Goldmann, Matthias Reisser, Mauricio Villegas
Document Domain Adaptation with Generative Adversarial Networks. ICDAR (2019)
Joan-Andreu Sánchez, Verónica Romero, Alejandro H. Toselli, Mauricio Villegas, Enrique Vidal
A set of benchmarks for Handwritten Text Recognition on historical documents. Pattern Recognit. 94 (2019)
Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós
TreyNet: A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages. CoRR (2019)
Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-End Model. DAS (2018)
Lei Kang, Juan Ignacio Toledo, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition. GCPR (2018)
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
Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation. CLEF (2018)
Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. CoRR (2018)
Joan-Andreu Sánchez, Martha-Alicia Rocha, Verónica Romero, Mauricio Villegas
On the Derivational Entropy of Left-to-Right Probabilistic Finite-State Automata and Hidden Markov Models. Comput. Linguistics 44 (1) (2018)
Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González
A Flexible Framework for the Evaluation of Unsupervised Image Annotation. CIARP (2017)
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
Overview of ImageCLEF 2017: Information Extraction from Images. CLEF (2017)
Joan-Andreu Sánchez, Verónica Romero, Alejandro H. Toselli, Mauricio Villegas, Enrique Vidal
ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset. ICDAR (2017)
Mauricio Villegas, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal
Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task. CLEF (Working Notes) (2016)
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
General Overview of ImageCLEF at the CLEF 2016 Labs. CLEF (2016)
Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk
Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task. CLEF (Working Notes) (2016)
Mauricio Villegas, Alejandro H. Toselli, Verónica Romero, Enrique Vidal
Exploiting Existing Modern Transcripts for Historical Handwritten Text Recognition. ICFHR (2016)
Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandréa, Robert J. Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk
Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task. CLEF (Working Notes) (2015)
Mauricio Villegas, Joan-Andreu Sánchez, Enrique Vidal
Optical modelling and language modelling trade-off for Handwritten Text Recognition. ICDAR (2015)
Mauricio Villegas, Verónica Romero, Joan-Andreu Sánchez
On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition. IbPRIA (2015)
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
General Overview of ImageCLEF at the CLEF 2015 Labs. CLEF (2015)
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
ImageCLEF 2014: Overview and Analysis of the Results. CLEF (2014)
Mauricio Villegas, Alejandro H. Toselli
Bleed-Through Removal by Learning a Discriminative Color Channel. ICFHR (2014)
Mauricio Villegas, Roberto Paredes
Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. CLEF (Working Notes) (2014)
Jordi Mansanet, Alberto Albiol, Roberto Paredes, Mauricio Villegas, Antonio Albiol
Restricted Boltzmann Machines for Gender Classification. ICIAR (1) (2014)
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
ImageCLEF 2013: The Vision, the Data and the Open Challenges. CLEF (2013)
Luis A. Leiva, Mauricio Villegas, Roberto Paredes
Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search. CLEF (2013)
Mauricio Villegas, Roberto Paredes, Bart Thomee
Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. CLEF (Working Notes) (2013)
Mauricio Villegas, Roberto Paredes
On improving robustness of LDA and SRDA by using tangent vectors. Pattern Recognit. Lett. 34 (9) (2013)
Mauricio Villegas, Roberto Paredes
Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Mauricio Villegas, Roberto Paredes
Dimensionality reduction by minimizing nearest-neighbor classification error. Pattern Recognit. Lett. 32 (4) (2011)
Luis A. Leiva, Mauricio Villegas, Roberto Paredes
Query refinement suggestion in multimodal image retrieval with relevance feedback. ICMI (2011)
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
An Evaluation of Video-to-Video Face Verification. IEEE Trans. Inf. Forensics Secur. 5 (4) (2010)
Mauricio Villegas, Roberto Paredes
Fusion of Qualities for Frame Selection in Video Face Verification. ICPR (2010)
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
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR Contests (2010)
Mauricio Villegas, Roberto Paredes
Score Fusion by Maximizing the Area under the ROC Curve. IbPRIA (2009)
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
Face Video Competition. ICB (2009)
Mauricio Villegas, Roberto Paredes
Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification. CVPR (2008)
Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal
Face verification on color images using local features. CVPR Workshops (2008)
Mauricio Villegas, Roberto Paredes
Face Recognition in Color Using Complex and Hypercomplex Representations. IbPRIA (1) (2007)