Mauricio Villegas

55 papers A* 1A 4B 7C 1Misc 2Journal 17Unranked 21

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2019	J	`jnl`	A set of benchmarks for Handwritten Text Recognition on historical documents.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