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ORCIDMauricio Villegas
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2020 – today
- 2022
[j10]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): 8846-8860 (2022)- [j9]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: 108766 (2022) - [i7]Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas:
Content and Style Aware Generation of Text-line Images for Handwriting Recognition. CoRR abs/2204.05539 (2022) - 2021
- [j8]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: 107790 (2021) - 2020
- [j7]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: 219-227 (2020) - [c36]Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas:
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. ECCV (23) 2020: 273-289 - [c35]Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas:
Distilling Content from Style for Handwritten Word Recognition. ICFHR 2020: 139-144 - [c34]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: 9622-9627 - [c33]Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas:
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition. WACV 2020: 3491-3500 - [i6]Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas:
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. CoRR abs/2003.02567 (2020) - [i5]Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas:
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition. CoRR abs/2005.13044 (2020)
2010 – 2019
- 2019
- [j6]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): 954-976 (2019) - [j5]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: 122-134 (2019) - [c32]Manuel Carbonell, Joan Mas, Mauricio Villegas, Alicia Fornés, Josep Lladós:
End-to-End Handwritten Text Detection and Transcription in Full Pages. WML@ICDAR 2019: 29-34 - [c31]Diede Rusticus, Lutz Goldmann, Matthias Reisser, Mauricio Villegas:
Document Domain Adaptation with Generative Adversarial Networks. ICDAR 2019: 1432-1437 - [p2]Josiah Wang, Andrew Gilbert, Bart Thomee, Mauricio Villegas:
Automatic Image Annotation at ImageCLEF. Information Retrieval Evaluation in a Changing World 2019: 251-273 - [i4]Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas:
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition. CoRR abs/1909.08473 (2019) - [i3]Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós:
TreyNet: A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages. CoRR abs/1912.10016 (2019) - [i2]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 abs/1912.10308 (2019) - 2018
- [j4]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) - [c30]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: 309-334 - [c29]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: 459-472 - [c28]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: 399-404 - [i1]Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós:
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. CoRR abs/1803.06252 (2018) - 2017
- [c27]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: 508-516 - [c26]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: 315-337 - [c25]Joan-Andreu Sánchez, Verónica Romero, Alejandro H. Toselli, Mauricio Villegas, Enrique Vidal:
ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset. ICDAR 2017: 1383-1388 - 2016
- [c24]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: 233-253 - [c23]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: 254-278 - [c22]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: 267-285 - [c21]Mauricio Villegas, Alejandro H. Toselli, Verónica Romero, Enrique Vidal:
Exploiting Existing Modern Transcripts for Historical Handwritten Text Recognition. ICFHR 2016: 66-71 - 2015
- [c20]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 - [c19]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: 444-461 - [c18]Mauricio Villegas, Verónica Romero, Joan-Andreu Sánchez:
On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition. IbPRIA 2015: 208-215 - [c17]Mauricio Villegas, Joan-Andreu Sánchez, Enrique Vidal:
Optical modelling and language modelling trade-off for Handwritten Text Recognition. ICDAR 2015: 831-835 - 2014
- [c16]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: 192-211 - [c15]Mauricio Villegas, Roberto Paredes:
Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. CLEF (Working Notes) 2014: 308-328 - [c14]Mauricio Villegas, Alejandro H. Toselli:
Bleed-Through Removal by Learning a Discriminative Color Channel. ICFHR 2014: 47-52 - [c13]Jordi Mansanet, Alberto Albiol, Roberto Paredes, Mauricio Villegas, Antonio Albiol:
Restricted Boltzmann Machines for Gender Classification. ICIAR (1) 2014: 274-281 - 2013
- [j3]Mauricio Villegas, Roberto Paredes:
On improving robustness of LDA and SRDA by using tangent vectors. Pattern Recognit. Lett. 34(9): 1094-1100 (2013) - [c12]Luis A. Leiva, Mauricio Villegas, Roberto Paredes:
Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search. CLEF 2013: 143-149 - [c11]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: 250-268 - [c10]Mauricio Villegas, Roberto Paredes, Bart Thomee:
Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. CLEF (Working Notes) 2013 - [p1]Mauricio Villegas, Luis A. Leiva, Roberto Paredes:
Interactive Image Retrieval Based on Relevance Feedback. Multimodal Interaction in Image and Video Applications 2013: 83-109 - 2012
- [c9]Mauricio Villegas, Roberto Paredes:
Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - 2011
- [j2]Mauricio Villegas, Roberto Paredes:
Dimensionality reduction by minimizing nearest-neighbor classification error. Pattern Recognit. Lett. 32(4): 633-639 (2011) - [c8]Luis A. Leiva, Mauricio Villegas, Roberto Paredes:
Query refinement suggestion in multimodal image retrieval with relevance feedback. ICMI 2011: 311-314 - 2010
- [j1]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): 781-801 (2010) - [c7]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: 210-225 - [c6]Mauricio Villegas, Roberto Paredes:
Fusion of Qualities for Frame Selection in Video Face Verification. ICPR 2010: 1302-1305
2000 – 2009
- 2009
- [c5]Mauricio Villegas, Roberto Paredes:
Score Fusion by Maximizing the Area under the ROC Curve. IbPRIA 2009: 473-480 - [c4]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: 715-724 - 2008
- [c3]Mauricio Villegas, Roberto Paredes:
Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification. CVPR 2008 - [c2]Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal:
Face verification on color images using local features. CVPR Workshops 2008: 1-6 - 2007
- [c1]Mauricio Villegas, Roberto Paredes:
Face Recognition in Color Using Complex and Hypercomplex Representations. IbPRIA (1) 2007: 217-224
Coauthor Index
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