Roberto Paredes

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 33

Top Topics

Gender Recognition

Gender Classification

Feature Representation

Top Venues

Publications

Daniel Parres, Roberto Paredes
Fine-Tuning Vision Encoder-Decoder Transformers for Handwriting Text Recognition on Historical Documents. ICDAR (4) (2023)
Daniel Parres, Roberto Paredes
Lightweight Vision Transformers for Face Verification in the Wild. IbPRIA (2023)
José Manuel Fuentes, Roberto Paredes, Elena Fulladosa, María del Mar Giró, Anna Claret
Automatic Transcription System for Nutritional Information Charts of Spanish Food Products. VISIGRAPP (4: VISAPP) (2022)
Sergio Iserte, Aina Macías, Raúl Martínez-Cuenca, Sergio Chiva, Roberto Paredes, Enrique S. Quintana-Ortí
Accelerating urban scale simulations leveraging local spatial 3D structure. J. Comput. Sci. 62 (2022)
Carlos David Martínez-Hinarejos, David Gimeno-Gómez, Francisco Casacuberta, Emilio Granell, Roberto Paredes, Moisés Pastor, Enrique Vidal
Spanish Lipreading in Realistic Scenarios: the LLEER project. IberSPEECH (2022)
Dan Anitei, Joan-Andreu Sánchez, José Manuel Fuentes, Roberto Paredes, José-Miguel Benedí
ICDAR 2021 Competition on Mathematical Formula Detection. ICDAR (4) (2021)
Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana
A deep analysis on high-resolution dermoscopic image classification. IET Comput. Vis. 15 (7) (2021)
Mario Parreño, Roberto Paredes, Alberto Albiol
Deidentifying MRI Data Domain by Iterative Backpropagation. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana
Augmenting data with GANs to segment melanoma skin lesions. Multim. Tools Appl. 79 (21-22) (2020)
Juan Maroñas, Roberto Paredes, Daniel Ramos
Calibration of deep probabilistic models with decoupled bayesian neural networks. Neurocomputing 407 (2020)
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification. ICPR (2020)
Carles Hernández, José Flich, Roberto Paredes, Charles-Alexis Lefebvre, Imanol Allende, Jaume Abella, David Trillin, Martin Matschnig, Bernhard Fischer, Konrad Schwarz, Jan Kiszka, Martin Rönnbäck, Johan Klockars, Nicholas Mc Guire, Franz Rammerstorfer, Christian Schwarzl, Franck Wartel, Dierk Lüdemann, Mikel Labayen
SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems. DSD (2020)
Juan Maroñas, Daniel Ramos, Roberto Paredes
On Calibration of Mixup Training for Deep Neural Networks. S+SSPR (2020)
José Flich, Carles Hernández, Eduardo Quiñones, Roberto Paredes
Distributed Training on a Highly Heterogeneous HPC System. SAMOS (2020)
V. Javier Traver, Roberto Paredes
Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery. IEEE Access 8 (2020)
Juan Maroñas, Daniel Ramos, Roberto Paredes
Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions. CoRR (2020)
Michele Cancilla, Laura Canalini, Federico Bolelli, Stefano Allegretti, Salvador Carrión, Roberto Paredes, Jon Ander Gómez, Simone Leo, Marco Enrico Piras, Luca Pireddu, Asaf Badouh, Santiago Marco-Sola, Lluc Alvarez, Miquel Moretó, Costantino Grana
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications. ICPR (2020)
Juan Maroñas, Roberto Paredes, Daniel Ramos
Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks. CoRR (2019)
Juan Maroñas Molano, Roberto Paredes, Daniel Ramos
Generative Models For Deep Learning with Very Scarce Data. CoRR (2019)
Juan Maroñas Molano, Roberto Paredes, Daniel Ramos
Generative Models for Deep Learning with Very Scarce Data. CIARP (2018)
Jon Ander Gómez, Juan Arévalo, Roberto Paredes, Jordi Nin
End-to-end neural network architecture for fraud scoring in card payments. Pattern Recognit. Lett. 105 (2018)
Javier Jorge, Jesús Vieco, Roberto Paredes, Joan-Andreu Sánchez, José-Miguel Benedí
Empirical Evaluation of Variational Autoencoders for Data Augmentation. VISIGRAPP (5: VISAPP) (2018)
Javier Jorge, Roberto Paredes
Passive-Aggressive online learning with nonlinear embeddings. Pattern Recognit. 79 (2018)
Jesús Alonso, Roberto Paredes, Paolo Rosso
Feature representation for social circles detection using MAC. Neural Comput. Appl. 28 (9) (2017)
Maite Giménez, Roberto Paredes, Paolo Rosso
Personality Recognition Using Convolutional Neural Networks. CICLing (2) (2017)
Jaime S. Cardoso, Xose Manuel Pardo, Roberto Paredes
Foreword to the special issue on pattern recognition and image analysis. Neural Comput. Appl. 28 (9) (2017)
Maite Giménez, Roberto Paredes
PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code. FIRE (Working Notes) (2016)
Paolo Rosso, Roberto Paredes, Mariona Taulé, M. Antònia Martí
SomEMBED: Comprensión del lenguaje en los medios de comunicación social-Representando contextos de forma continua. Proces. del Leng. Natural 57 (2016)
Jordi Mansanet, Alberto Albiol, Roberto Paredes
Local Deep Neural Networks for gender recognition. Pattern Recognit. Lett. 70 (2016)
Roberto Paredes, José-Miguel Benedí
LAYERS: Yet another Neural Network toolkit. CoRR (2016)
Jesús Alonso, Roberto Paredes, Paolo Rosso
Empirical Evaluation of Different Feature Representations for Social Circles Detection. IbPRIA (2015)
Jesús Alonso, Roberto Paredes, Paolo Rosso
Data mapping by Restricted Boltzmann Machines for social circles detection. IJCNN (2015)
Jordi Mansanet, Alberto Albiol, Roberto Paredes, Antonio Albiol
Mask selective regularization for restricted Boltzmann machines. Neurocomputing 165 (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, 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)
Luca Piras, Giorgio Giacinto, Roberto Paredes
Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. ICPRAM (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)
Jordi Mansanet, Alberto Albiol, Roberto Paredes, José Manuel Mossi, Antonio Albiol
Estimating Point of Regard with a Consumer Camera at a Distance. IbPRIA (2013)
Nicola Ferro, Pamela Forner, Henning Müller, Roberto Navigli, Roberto Paredes, Paolo Rosso, Benno Stein, Dan Tufis
CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization. SIGIR Forum 47 (2) (2013)
Mauricio Villegas, Roberto Paredes
On improving robustness of LDA and SRDA by using tangent vectors. Pattern Recognit. Lett. 34 (9) (2013)
Luca Piras, Giorgio Giacinto, Roberto Paredes
Enhancing Image Retrieval by an Exploration-Exploitation Approach. MLDM (2012)
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)
Franco M. Segarra, Luis A. Leiva, Roberto Paredes
A relevant image search engine with late fusion: mixing the roles of textual and visual descriptors. IUI (2011)
Roberto Paredes, Mark A. Girolami
On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor. IbPRIA (2011)
Alfons Juan, Jesús Andrés-Ferrer, Adrià Giménez, Jorge Civera, Roberto Paredes, Enrique Vidal
The APP Oracle - An Interactive Student Competition on Pattern Recognition. CSEDU (2) (2010)
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)
Moisés Pastor, Roberto Paredes
Bi-modal Handwritten Text Recognition (BiHTR) ICPR 2010 Contest Report. ICPR Contests (2010)
Roberto Paredes
-Neighborhood Model. SSPR/SPR (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)
Roberto Paredes, Ergina Kavallieratou, Rafael Dueire Lins
ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms. ICFHR (2010)
Mauricio Villegas, Roberto Paredes
Score Fusion by Maximizing the Area under the ROC Curve. IbPRIA (2009)
Hakan Cevikalp, Roberto Paredes
Semi-supervised Distance Metric Learning for Visual Object Classification. VISAPP (1) (2009)
Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas M. Breuel, Roberto Paredes
TubeFiler: an automatic web video categorizer. ACM Multimedia (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)
Roberto Paredes, Adrian Ulges, Thomas M. Breuel
Fast Discriminative Linear Models for Scalable Video Tagging. ICMLA (2009)
Mauricio Villegas, Roberto Paredes
Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification. CVPR (2008)
Roberto Paredes, Thomas Deselaers, Enrique Vidal
A Probabilistic Model for User Relevance Feedback on Image Retrieval. MLMI (2008)
Thomas Deselaers, Roberto Paredes, Enrique Vidal, Hermann Ney
Learning weighted distances for relevance feedback in image retrieval. ICPR (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)
Roberto Paredes, Enrique Vidal
Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error. IEEE Trans. Pattern Anal. Mach. Intell. 28 (7) (2006)
Roberto Paredes, Enrique Vidal
Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization. Pattern Recognit. 39 (2) (2006)
José García-Hernández, Stella Heras, Alfons Juan, Roberto Paredes, Beatriz Nácher, Sandra Alemany, Enrique Alcántara, Juan Carlos González
The MORFO3D Foot Database. IbPRIA (2) (2005)
Rafael Llobet, Roberto Paredes, Juan Carlos Pérez-Cortes
Comparison of Feature Extraction Methods for Breast Cancer Detection. IbPRIA (2) (2005)
Roberto Paredes, Enrique Vidal
Learning Prototypes and Distances (LPD). A Prototype Reduction Technique based on Nearest Neighbor Error Minimization. ICPR (3) (2004)
Roberto Paredes, Enrique Vidal, Francisco Casacuberta
Local Features for Speaker Recognition. SSPR/SPR (2004)
Tobias Kölsch, Daniel Keysers, Hermann Ney, Roberto Paredes
Enhancements for Local Feature Based Image Classification. ICPR (1) (2004)
Thomas Deselaers, Daniel Keysers, Roberto Paredes, Enrique Vidal, Hermann Ney
Local Representations for Multi-object Recognition. DAGM-Symposium (2003)
Daniel Keysers, Roberto Paredes, Enrique Vidal, Hermann Ney
Comparison of Log-linear Models and Weighted Dissimilarity Measures. IbPRIA (2003)
Roberto Paredes, Alberto Sanchís, Enrique Vidal, Alfons Juan
Utterance verification using an optimized k-nearest neighbour classifier. INTERSPEECH (2003)
Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, F. Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity
Face Verification Competition on the XM2VTS Database. AVBPA (2003)
Daniel Keysers, Roberto Paredes, Hermann Ney, Enrique Vidal
Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition. SSPR/SPR (2002)
Roberto Paredes, Daniel Keysers, Thomas Martin Lehmann, Berthold B. Wein, Hermann Ney, Enrique Vidal
Classification of Medical Images Using local Representations. Bildverarbeitung für die Medizin (2002)
Roberto Paredes, Juan Carlos Pérez-Cortes, Alfons Juan, Enrique Vidal
Local Representations and a direct Voting Scheme for Face Recognition. PRIS (2001)
Roberto Paredes, Enrique Vidal
A class-dependent weighted dissimilarity measure for nearest neighbor classification problems. Pattern Recognit. Lett. 21 (12) (2000)