Roberto Paredes

发表

TubeFiler: an automatic web video categorizer

Markus Koch, Adrian Ulges, Thomas M. Breuel, 2009, ACM Multimedia.

The MORFO3D Foot Database

Alfons Juan-Císcar, Stella Heras Barberá, Roberto Paredes, 2005, IbPRIA.

Enhancing Image Retrieval by an Exploration-Exploitation Approach

Roberto Paredes, Giorgio Giacinto, Luca Piras, 2012, MLDM.

Solving Partial Differential Equations with Neural Networks

Roberto Paredes, Juan B. Pedro, Juan Maronas, 2019, 1912.04737.

Passive-Aggressive online learning with nonlinear embeddings

Javier Jorge, Roberto Paredes, Roberto Paredes Palacios, 2018, Pattern Recognit..

Improving Skin Lesion Segmentation with Generative Adversarial Networks

Costantino Grana, Roberto Paredes, Federico Bolelli, 2018, 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS).

SomEMBED: Comprensión del lenguaje en los medios de comunicación social-Representando contextos de forma continua

Paolo Rosso, Roberto Paredes, Mariona Taulé, 2016, Proces. del Leng. Natural.

Learning prototypes and distances (LPD). A prototype reduction technique based on nearest neighbor error minimization

Enrique Vidal, Roberto Paredes, 2004, ICPR 2004.

Interactive Image Retrieval Based on Relevance Feedback

Luis A. Leiva, Roberto Paredes, Mauricio Villegas, 2013, Multimodal Interaction in Image and Video Applications.

Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task

Roberto Paredes, Mauricio Villegas, M. Villegas, 2012, CLEF.

Fusion of Qualities for Frame Selection in Video Face Verification

Roberto Paredes, Mauricio Villegas, 2010, 2010 20th International Conference on Pattern Recognition.

ImageCLEF 2013: The Vision, the Data and the Open Challenges

Miguel Cazorla, Henning Müller, Bart Thomee, 2013, CLEF.

An Evaluation of Video-to-Video Face Verification

Chi-Ho Chan, Nicholas Costen, Sébastien Marcel, 2010, IEEE Transactions on Information Forensics and Security.

A Probabilistic Model for User Relevance Feedback on Image Retrieval

Thomas Deselaers, Enrique Vidal, Roberto Paredes, 2008, MLMI.

Empirical Evaluation of Different Feature Representations for Social Circles Detection

Paolo Rosso, Roberto Paredes, Jesús Alonso, 2015, IbPRIA.

A class-dependent weighted dissimilarity measure for nearest neighbor classification problems

Enrique Vidal, Roberto Paredes, 2000, Pattern Recognit. Lett..

Interactive Image Retrieval

Roberto Paredes, Franco M. Segarra, 2011 .

Face Verification Competition on the XM2VTS Database

Luc Vandendorpe, Josef Kittler, Alexander Kadyrov, 2003, AVBPA.

Learning prototypes and distances (LPD). A prototype reduction technique based on nearest neighbor error minimization

Enrique Vidal, Roberto Paredes, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval

Roberto Paredes, Giorgio Giacinto, Luca Piras, 2013, ICPRAM.

Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition

Hermann Ney, Enrique Vidal, Roberto Paredes, 2002, SSPR/SPR.

ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms

Rafael Dueire Lins, Roberto Paredes, Ergina Kavallieratou, 2010, 2010 12th International Conference on Frontiers in Handwriting Recognition.

Face authentication test on the BANCA database

LinLin Shen, Li Bai, Luc Vandendorpe, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Information Access Evaluation. Multilinguality, Multimodality, and Visualization

Benno Stein, Paolo Rosso, Henning Müller, 2013, Lecture Notes in Computer Science.

Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task

Roberto Paredes, Mauricio Villegas, 2016, CLEF.

Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid?

Roberto Paredes, Federico Bolelli, Federico Pollastri, 2018, 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS).

Restricted Boltzmann Machines for Gender Classification

Antonio Albiol, Roberto Paredes, Mauricio Villegas, 2014, ICIAR.

Fast Discriminative Linear Models for Scalable Video Tagging

Adrian Ulges, Thomas M. Breuel, Roberto Paredes, 2009, 2009 International Conference on Machine Learning and Applications.

Social Circles Detection from Ego Network and Profile Information

Paolo Rosso, Roberto Paredes, Jesús San José Alonso, 2014 .

Datasets used in the thesis "Contributions to High-Dimensional Pattern Recognition"

Roberto Paredes, Mauricio Villegas, 2011 .

ITIHand: A Real System for Palmprint Identification

Roberto Paredes, Javier Cubas Cano, Ismael Salvador, 2017 .

Classification of Medical Images Using local Representations

Hermann Ney, Thomas Martin Deserno, Berthold B. Wein, 2002, Bildverarbeitung für die Medizin.

A Nearest Neighbor Weighted Measure In Classification Problems

Roberto Paredes, 2007 .

Data mapping by Restricted Boltzmann Machines for social circles detection

Paolo Rosso, Roberto Paredes, Jesús Alonso, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor

Mark A. Girolami, Roberto Paredes, 2011, IbPRIA.

Face Video Competition at ICB2009

Chi-Ho Chan, Nicholas Costen, Sébastien Marcel, 2009 .

An evaluation of the WPE algorithm using tangent distance

Enrique Vidal, Roberto Paredes, Daniel Keysers, 2002, Object recognition supported by user interaction for service robots.

ImageCLEF 2014: Overview and Analysis of the Results

Miguel Cazorla, Henning Müller, Neda Barzegar Marvasti, 2014, CLEF.

Generative Models for Deep Learning with Very Scarce Data pdf

Roberto Paredes, Daniel Ramos-Castro, Juan Maroñas Molano, 2018, CIARP.

Estimating Point of Regard with a Consumer Camera at a Distance

Antonio Albiol, José Manuel Mossi, Roberto Paredes, 2013, IbPRIA.

Score Fusion by Maximizing the Area under the ROC Curve

Roberto Paredes, Mauricio Villegas, 2009, IbPRIA.

Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search

Luis A. Leiva, Roberto Paredes, Mauricio Villegas, 2013, CLEF.

LAYERS: Yet another Neural Network toolkit pdf

Roberto Paredes, José-Miguel Benedí, 2016, ArXiv.

Personality Recognition Using Convolutional Neural Networks

Paolo Rosso, Roberto Paredes, Maite Giménez, 2017, CICLing.

Face Video Competition (Results)

Chi-Ho Chan, Nicholas Costen, Sébastien Marcel, 2009 .

Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings

Jaime S. Cardoso, Xosé M. Pardo, Roberto Paredes, 2015, IbPRIA.

Mask selective regularization for restricted Boltzmann machines

Antonio Albiol, Roberto Paredes, Alberto Albiol, 2015, Neurocomputing.

Distributed Training on a Highly Heterogeneous HPC System

Eduardo Quiñones, Roberto Paredes, Jose Flich, 2020, SAMOS.

Empirical Evaluation of Variational Autoencoders for Data Augmentation

Javier Jorge, Roberto Paredes, Joan-Andreu Sánchez, 2018, VISIGRAPP.

Benno Stein, Paolo Rosso, Nicola Ferro, 2013, SIGIR Forum.

Learning weighted distances for relevance feedback in image retrieval

Hermann Ney, Thomas Deselaers, Enrique Vidal, 2008, 2008 19th International Conference on Pattern Recognition.

Local Representations for Multi-object Recognition

Hermann Ney, Thomas Deselaers, Enrique Vidal, 2003, DAGM-Symposium.

Weighting prototypes - a new editing approach

Enrique Vidal, Roberto Paredes, Roberto Paredes Palacios, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Face verification on color images using local features

Alfons Juan-Císcar, Enrique Vidal, Roberto Paredes, 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions pdf

Roberto Paredes, Daniel Ramos-Castro, Juan Maroñas, 2020, ArXiv.

Enhancements for local feature based image classification

Hermann Ney, Roberto Paredes, Daniel Keysers, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

A Hybrid Binarization Technique for Document Images

Roberto Paredes, Ergina Kavallieratou, Sokratis Vavilis, 2011, Learning Structure and Schemas from Documents.

Face Recognition in Color Using Complex and Hypercomplex Representations

Roberto Paredes, Mauricio Villegas, 2007, IbPRIA.

Comparison of Log-linear Models and Weighted Dissimilarity Measures

Hermann Ney, Enrique Vidal, Roberto Paredes, 2003, IbPRIA.

A relevant image search engine with late fusion: mixing the roles of textual and visual descriptors

Luis A. Leiva, Roberto Paredes, Franco M. Segarra, 2011, IUI '11.

Face Video Competition

Chi-Ho Chan, Nicholas Costen, Sébastien Marcel, 2009, ICB.

Query refinement suggestion in multimodal image retrieval with relevance feedback

Luis A. Leiva, Roberto Paredes, Mauricio Villegas, 2011, ICMI '11.

Foreword to the special issue on pattern recognition and image analysis

Xose Manuel Pardo, Jaime S. Cardoso, Roberto Paredes, 2017, Neural Computing and Applications.

On Calibration of Mixup Training for Deep Neural Networks

Roberto Paredes, Juan Maronas, Daniel Ramos, 2020, S+SSPR.

Proceedings of the 4th International Conference on Information Access Evaluation. Multilinguality, Multimodality, and Visualization - Volume 8138

Benno Stein, Paolo Rosso, Henning Müller, 2013 .

Offline Deep models calibration with bayesian neural networks

Daniel Ramos, Roberto Paredes, Juan Maroñas, 2018 .

Local Deep Neural Networks for gender recognition

Roberto Paredes, Alberto Albiol, Jordi Mansanet, 2016, Pattern Recognit. Lett..

Adversarial Ladder Networks pdf

Roberto Paredes, Juan Maroñas Molano, Alberto Albiol Colomer, 2016, ArXiv.

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation

Chi-Ho Chan, Yan Wang, Sébastien Marcel, 2010, ICPR Contests.

Face Recognition using Local Representations and a direct Voting Scheme

Enrique Vidal, Roberto Paredes, Alfons Juan, 2001 .

Bi-modal Handwritten Text Recognition (BiHTR) ICPR 2010 Contest Report

Roberto Paredes, Moisés Pastor, 2010, ICPR Contests.

Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model

Roberto Paredes, 2010, SSPR/SPR.

Dimensionality reduction by minimizing nearest-neighbor classification error

Roberto Paredes, Mauricio Villegas, M. Villegas, 2011, Pattern Recognit. Lett..

AN ELASTIC REGISTRATION METHOD FOR QUALITY CONTROL OF TEXTILE PRINTING

Joaquim Arlandis, Roberto Paredes, Javier Cubas Cano, 1999 .

The APP Oracle - An Interactive Student Competition on Pattern Recognition

Alfons Juan-Císcar, Adrià Giménez, Jorge Civera, 2010, CSEDU.

Learning prototypes and distances (LPD). A prototype reduction technique based on nearest neighbor error minimization

Enrique Vidal, Roberto Paredes, Roberto Paredes Palacios, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Weighting Prototypes. A New Editing Approach

Roberto Paredes, Enrique Vidal-Ruiz, Roberto Paredes Palacios, 2000, ICPR.

Learning weighted metrics to minimize nearest-neighbor classification error

Enrique Vidal, Roberto Paredes, Roberto Paredes Palacios, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Semi-supervised Distance Metric Learning for Visual Object Classification

Hakan Cevikalp, Roberto Paredes, Roberto Paredes Palacios, 2009, VISAPP.

Comparison of Feature Extraction Methods for Breast Cancer Detection

Rafael Llobet, Juan Carlos Pérez-Cortes, Roberto Paredes, 2005, IbPRIA.

Local Representations and a direct Voting Scheme for Face Recognition

Juan Carlos Pérez-Cortes, Alfons Juan-Císcar, Roberto Paredes, 2001, PRIS.

Feature representation for social circles detection using MAC

Paolo Rosso, Roberto Paredes, Jesús Alonso, 2017, Neural Computing and Applications.

End-to-end neural network architecture for fraud scoring in card payments

Jordi Nin, Roberto Paredes, Jon Ander Gómez, 2018, Pattern Recognit. Lett..

Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks pdf

Roberto Paredes, Daniel Ramos-Castro, Juan Maroñas, 2019, Neurocomputing.

PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code

Roberto Paredes, Maite Giménez, Roberto Paredes Palacios, 2016, FIRE.

Local Features for Speaker Recognition

Francisco Casacuberta, Enrique Vidal, Roberto Paredes, 2004, SSPR/SPR.

Utterance verification using an optimized k-nearest neighbour classifier

Alfons Juan-Císcar, Roberto Paredes, Alberto Sanchís, 2003, INTERSPEECH.

Learning Multimodal Gender Profile using Neural Networks

Paolo Rosso, Roberto Paredes, Carlos Pérez Estruch, 2017, RANLP.

On improving robustness of LDA and SRDA by using tangent vectors

Roberto Paredes, Mauricio Villegas, 2013, Pattern Recognit. Lett..

Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification

Roberto Paredes, Mauricio Villegas, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications

Costantino Grana, Roberto Paredes, Luca Pireddu, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification

Costantino Grana, Roberto Paredes, Federico Bolelli, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Illumination Invariance for Local Feature Face Recognition ?

Roberto Paredes, Mauricio Villegas, 2007 .