Roberto Paredes

Neurocomputing, 2020

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

[BibT_eX]

[DOI]

Juan Maroñas

CoRR, 2020

Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery.

[BibT_eX]

[DOI]

V. Javier Traver

IEEE Access, 2020

On Calibration of Mixup Training for Deep Neural Networks.

[BibT_eX]

[DOI]

Juan Maroñas

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Distributed Training on a Highly Heterogeneous HPC System.

[BibT_eX]

[DOI]

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2020

Deidentifying MRI Data Domain by Iterative Backpropagation.

[BibT_eX]

[DOI]

Mario Parreño

Alberto Albiol

Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems.

[BibT_eX]

[DOI]

Carles Hernández

José Flich

Charles-Alexis Lefebvre

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2018

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Passive-Aggressive online learning with nonlinear embeddings.

[BibT_eX]

[DOI]

Javier Jorge

Pattern Recognit., 2018

Empirical Evaluation of Variational Autoencoders for Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Generative Models for Deep Learning with Very Scarce Data.

[BibT_eX]

[DOI]

Juan Maroñas Molano

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Improving Skin Lesion Segmentation with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Federico Bolelli

Federico Pollastri

Costantino Grana

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

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

[BibT_eX]

[DOI]

Federico Bolelli

Federico Pollastri

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Foreword to the special issue on pattern recognition and image analysis.

[BibT_eX]

[DOI]

Jaime S. Cardoso

Xose Manuel Pardo

Neural Comput. Appl., 2017

Feature representation for social circles detection using MAC.

[BibT_eX]

[DOI]

Jesús Alonso

Neural Comput. Appl., 2017

Learning Multimodal Gender Profile using Neural Networks.

[BibT_eX]

[DOI]

Carlos Pérez Estruch

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Personality Recognition Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Maite Giménez

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016

Local Deep Neural Networks for gender recognition.

[BibT_eX]

[DOI]

Jordi Mansanet

Alberto Albiol

Pattern Recognit. Lett., 2016

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

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2016

LAYERS: Yet another Neural Network toolkit.

[BibT_eX]

[DOI]

José-Miguel Benedí

CoRR, 2016

Adversarial Ladder Networks.

[BibT_eX]

[DOI]

Juan Maroñas Molano

Alberto Albiol Colomer

CoRR, 2016

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

[BibT_eX]

[DOI]

Maite Giménez

Proceedings of the Working notes of FIRE 2016, 2016

2015

Mask selective regularization for restricted Boltzmann machines.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Data mapping by Restricted Boltzmann Machines for social circles detection.

[BibT_eX]

[DOI]

Jesús Alonso

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Empirical Evaluation of Different Feature Representations for Social Circles Detection.

[BibT_eX]

[DOI]

Jesús Alonso

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

Restricted Boltzmann Machines for Gender Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

ImageCLEF 2014: Overview and Analysis of the Results.

[BibT_eX]

[DOI]

Neda Barzegar Marvasti

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

2013

Interactive Image Retrieval Based on Relevance Feedback.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization.

[BibT_eX]

[DOI]

SIGIR Forum, 2013

On improving robustness of LDA and SRDA by using tangent vectors.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

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

[BibT_eX]

Luca Piras

Giorgio Giacinto

Proceedings of the ICPRAM 2013, 2013

Estimating Point of Regard with a Consumer Camera at a Distance.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask.

[BibT_eX]

[DOI]

Bart Thomee

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

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

[BibT_eX]

[DOI]

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

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

[BibT_eX]

[DOI]

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012

Enhancing Image Retrieval by an Exploration-Exploitation Approach.

[BibT_eX]

[DOI]

Luca Piras

Giorgio Giacinto

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

A Hybrid Binarization Technique for Document Images.

[BibT_eX]

[DOI]

Proceedings of the Learning Structure and Schemas from Documents, 2011

Dimensionality reduction by minimizing nearest-neighbor classification error.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

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

[BibT_eX]

[DOI]

Franco M. Segarra

Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Query refinement suggestion in multimodal image retrieval with relevance feedback.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

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

[BibT_eX]

[DOI]

Mark A. Girolami

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

An Evaluation of Video-to-Video Face Verification.

[BibT_eX]

[DOI]

José Luis Alba-Castro

IEEE Trans. Inf. Forensics Secur., 2010

Large-Scale Text to Image Retrieval Using a Bayesian <i>K</i>-Neighborhood Model.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2010

Fusion of Qualities for Frame Selection in Video Face Verification.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

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

[BibT_eX]

[DOI]

Moisés Pastor

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

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

[BibT_eX]

[DOI]

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms.

[BibT_eX]

[DOI]

Ergina Kavallieratou

Rafael Dueire Lins

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

The APP Oracle - An Interactive Student Competition on Pattern Recognition.

[BibT_eX]

Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 2010, 2010

2009

Semi-supervised Distance Metric Learning for Visual Object Classification.

[BibT_eX]

Hakan Cevikalp

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

TubeFiler: an automatic web video categorizer.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Fast Discriminative Linear Models for Scalable Video Tagging.

[BibT_eX]

[DOI]

Adrian Ulges

Thomas M. Breuel

Proceedings of the International Conference on Machine Learning and Applications, 2009

Face Video Competition.

[BibT_eX]

[DOI]

José Luis Alba-Castro

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Score Fusion by Maximizing the Area under the ROC Curve.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008

A Probabilistic Model for User Relevance Feedback on Image Retrieval.

[BibT_eX]

[DOI]

Thomas Deselaers

Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Learning weighted distances for relevance feedback in image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Face verification on color images using local features.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

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

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Face Recognition in Color Using Complex and Hypercomplex Representations.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

2005

Comparison of Feature Extraction Methods for Breast Cancer Detection.

[BibT_eX]

[DOI]

Rafael Llobet

Juan-Carlos Perez-Cortes

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

The MORFO3D Foot Database.

[BibT_eX]

[DOI]

José García-Hernández

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004

Local Features for Speaker Recognition.

[BibT_eX]

[DOI]

Francisco Casacuberta

Proceedings of the Structural, 2004

Learning Prototypes and Distances (LPD). A Prototype Reduction Technique based on Nearest Neighbor Error Minimization.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Face Authentication Test on the BANCA Database.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Enhancements for Local Feature Based Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Utterance verification using an optimized k-nearest neighbour classifier.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Comparison of Log-linear Models and Weighted Dissimilarity Measures.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Local Representations for Multi-object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2003

Face Verification Competition on the XM2VTS Database.

[BibT_eX]

[DOI]

Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002

Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2002

An Evaluation of the WPE Algorithm Using Tangent Distance.

[BibT_eX]

[DOI]

Daniel Keysers

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Classification of Medical Images Using local Representations.

[BibT_eX]

Daniel Keysers

Thomas Martin Lehmann

Berthold B. Wein

Hermann Ney

Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

2001

Local Representations and a direct Voting Scheme for Face Recognition.

[BibT_eX]

Juan-Carlos Perez-Cortes

Alfons Juan

Proceedings of the Pattern Recognition in Information Systems, 2001

2000

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2000

Weighting Prototypes. A New Editing Approach.

[BibT_eX]

[DOI]