Face Recognition in Color Using Complex and Hypercomplex Representations. - Mauricio Villegas; Roberto Paredes (IbPRIA (1), 2007)

Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification. - Mauricio Villegas; Roberto Paredes (CVPR, 2008)

Face verification on color images using local features. - Mauricio Villegas; Roberto Paredes; Alfons Juan; Enrique Vidal 001 (CVPR Workshops, 2008)

Score Fusion by Maximizing the Area under the ROC Curve. - Mauricio Villegas; Roberto Paredes (IbPRIA, 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; et al. (ICB, 2009)

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; et al. (ICPR Contests, 2010)

Fusion of Qualities for Frame Selection in Video Face Verification. - Mauricio Villegas; Roberto Paredes (ICPR, 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; et al. (IEEE Trans. Inf. Forensics Secur., 2010)

Query refinement suggestion in multimodal image retrieval with relevance feedback. - Luis A. Leiva; Mauricio Villegas; Roberto Paredes (ICMI, 2011)

Dimensionality reduction by minimizing nearest-neighbor classification error. - Mauricio Villegas; Roberto Paredes (Pattern Recognit. Lett., 2011)

Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task. - Mauricio Villegas; Roberto Paredes (CLEF (Online Working Notes/Labs/Workshop), 2012)

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 (CLEF, 2013)

Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search. - Luis A. Leiva; Mauricio Villegas; Roberto Paredes (CLEF, 2013)

Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. - Mauricio Villegas; Roberto Paredes; Bart Thomee (CLEF (Working Notes), 2013)

On improving robustness of LDA and SRDA by using tangent vectors. - Mauricio Villegas; Roberto Paredes (Pattern Recognit. Lett., 2013)

Interactive Image Retrieval Based on Relevance Feedback. - Mauricio Villegas; Luis A. Leiva; Roberto Paredes (Multimodal Interaction in Image and Video Applications, 2013)

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 (CLEF, 2014)

Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. - Mauricio Villegas; Roberto Paredes (CLEF (Working Notes), 2014)

Bleed-Through Removal by Learning a Discriminative Color Channel. - Mauricio Villegas; Alejandro H. Toselli (ICFHR, 2014)

Restricted Boltzmann Machines for Gender Classification. - Jordi Mansanet; Alberto Albiol; Roberto Paredes; Mauricio Villegas; Antonio Albiol (ICIAR (1), 2014)

Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task. - Andrew Gilbert; Luca Piras 001; Josiah Wang; Fei Yan 001; Emmanuel Dellandréa; Robert J. Gaizauskas; Mauricio Villegas; Krystian Mikolajczyk (CLEF (Working Notes), 2015)

General Overview of ImageCLEF at the CLEF 2015 Labs. - Mauricio Villegas; Henning Müller; Andrew Gilbert; Luca Piras 001; Josiah Wang; Krystian Mikolajczyk; Alba Garcia Seco de Herrera; Stefano Bromuri; M. Ashraful Amin; Mahmood Kazi Mohammed; Burak Acar; Suzan Üsküdarli; et al. (CLEF, 2015)

On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition. - Mauricio Villegas; Verónica Romero 001; Joan-Andreu Sánchez (IbPRIA, 2015)

Optical modelling and language modelling trade-off for Handwritten Text Recognition. - Mauricio Villegas; Joan-Andreu Sánchez; Enrique Vidal 001 (ICDAR, 2015)

Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task. - Andrew Gilbert; Luca Piras 001; Josiah Wang; Fei Yan 001; Arnau Ramisa; Emmanuel Dellandréa; Robert J. Gaizauskas; Mauricio Villegas; Krystian Mikolajczyk (CLEF (Working Notes), 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 001; Josiah Wang; Fei Yan 001; Arnau Ramisa; Emmanuel Dellandréa; Robert J. Gaizauskas; et al. (CLEF, 2016)

Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task. - Mauricio Villegas; Joan Puigcerver; Alejandro H. Toselli; Joan-Andreu Sánchez; Enrique Vidal 001 (CLEF (Working Notes), 2016)

Exploiting Existing Modern Transcripts for Historical Handwritten Text Recognition. - Mauricio Villegas; Alejandro H. Toselli; Verónica Romero 001; Enrique Vidal 001 (ICFHR, 2016)

A Flexible Framework for the Evaluation of Unsupervised Image Annotation. - Luis Pellegrin; Hugo Jair Escalante; Manuel Montes-y-Gómez; Mauricio Villegas; Fabio A. González 001 (CIARP, 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; et al. (CLEF, 2017)

ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset. - Joan-Andreu Sánchez; Verónica Romero 001; Alejandro H. Toselli; Mauricio Villegas; Enrique Vidal 001 (ICDAR, 2017)

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; et al. (CLEF, 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 (GCPR, 2018)

Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-End Model. - Manuel Carbonell; Mauricio Villegas; Alicia Fornés; Josep Lladós 001 (DAS, 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 001; Mauricio Villegas (Comput. Linguistics, 2018)

Automatic Image Annotation at ImageCLEF. - Josiah Wang; Andrew Gilbert; Bart Thomee; Mauricio Villegas (Information Retrieval Evaluation in a Changing World, 2019)

End-to-End Handwritten Text Detection and Transcription in Full Pages. - Manuel Carbonell; Joan Mas; Mauricio Villegas; Alicia Fornés; Josep Lladós 001 (WML@ICDAR, 2019)

Document Domain Adaptation with Generative Adversarial Networks. - Diede Rusticus; Lutz Goldmann; Matthias Reisser; Mauricio Villegas (ICDAR, 2019)

Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition. - Lei Kang; Marçal Rusiñol; Alicia Fornés; Pau Riba; Mauricio Villegas (CoRR, 2019)

TreyNet: A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages. - Manuel Carbonell; Alicia Fornés; Mauricio Villegas; Josep Lladós 001 (CoRR, 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; et al. (J. Documentation, 2019)

A set of benchmarks for Handwritten Text Recognition on historical documents. - Joan-Andreu Sánchez; Verónica Romero 001; Alejandro H. Toselli; Mauricio Villegas; Enrique Vidal 001 (Pattern Recognit., 2019)

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. - Lei Kang; Pau Riba; Yaxing Wang; Marçal Rusiñol; Alicia Fornés; Mauricio Villegas (ECCV (23), 2020)

Distilling Content from Style for Handwritten Word Recognition. - Lei Kang; Pau Riba; Marçal Rusiñol; Alicia Fornés; Mauricio Villegas (ICFHR, 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 001 (ICPR, 2020)

Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition. - Lei Kang; Marçal Rusiñol; Alicia Fornés; Pau Riba; Mauricio Villegas (WACV, 2020)

A neural model for text localization, transcription and named entity recognition in full pages. - Manuel Carbonell; Alicia Fornés; Mauricio Villegas; Josep Lladós 001 (Pattern Recognit. Lett., 2020)

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)

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)

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)