Oriol Pujol

According to our database1, Oriol Pujol authored at least 105 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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On csauthors.net:

Bibliography

2019
Sampling Unknown Decision Functions to Build Classifier Copies.
CoRR, 2019

Copying Machine Learning Classifiers.
CoRR, 2019

Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Error-Correcting Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Towards Global Explanations for Credit Risk Scoring.
CoRR, 2018

2017
Synthetic Data Generation for Deep Learning in Counting Pedestrians.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2016
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD.
IEEE Trans. Cybernetics, 2016

An Approximate Support Vector Machines Solver with Budget Control.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015
Special issue CogKnow.
Pattern Recognition Letters, 2015

Generalized multi-scale stacked sequential learning for multi-class classification.
Pattern Anal. Appl., 2015

Learning to count with deep object features.
CoRR, 2015

Error-Correcting Factorization.
CoRR, 2015

Special Issue on "New Advances in Similarity-Based Systems and Applications".
Applied Artificial Intelligence, 2015

Learning to count with deep object features.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D.
Pattern Recognition Letters, 2014

ECOC-DRF: Discriminative random fields based on error correcting output codes.
Pattern Recognition, 2014

Approximate polytope ensemble for one-class classification.
Pattern Recognition, 2014

On the design of an ECOC-Compliant Genetic Algorithm.
Pattern Recognition, 2014

A Gesture Recognition System for Detecting Behavioral Patterns of ADHD.
CoRR, 2014

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.
Comp. Med. Imag. and Graph., 2014

Learning to Segment Humans by Stacking Their Body Parts.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Learning to Detect Stent Struts in Intravascular Ultrasound.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Actions in Context: System for People with Dementia.
Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

2012
Automatic Bifurcation Detection in Coronary IVUS Sequences.
IEEE Trans. Biomed. Engineering, 2012

Personalization and user verification in wearable systems using biometric walking patterns.
Personal and Ubiquitous Computing, 2012

Minimal design of error-correcting output codes.
Pattern Recognition Letters, 2012

HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound.
Medical Image Analysis, 2012

Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

A Genetic Inspired Optimization for ECOC.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Embedding Random Projections in Regularized Gradient Boosting Machines.
Proceedings of the Ensembles in Machine Learning Applications, 2011

On the Design of Low Redundancy Error-Correcting Output Codes.
Proceedings of the Ensembles in Machine Learning Applications, 2011

Traffic-Sign Recognition Systems.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-2245-6, 2011

Circular Blurred Shape Model for Multiclass Symbol Recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Rayleigh Mixture Model for Plaque Characterization in Intravascular Ultrasound.
IEEE Trans. Biomed. Engineering, 2011

Online error correcting output codes.
Pattern Recognition Letters, 2011

Multi-scale stacked sequential learning.
Pattern Recognition, 2011

User Verification from Walking Activity - First Steps towards a Personal Verification System.
Proceedings of the PECCS 2011, 2011

A Holistic Approach for the Detection of Media-Adventitia Border in IVUS.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Multi-class Multi-scale Stacked Sequential Learning.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Approximate Convex Hulls Family for One-Class Classification.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Introducing the Separability Matrix for Error Correcting Output Codes Coding.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Human Activity Recognition from Accelerometer Data Using a Wearable Device.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Automatic Branching Detection in IVUS Sequences.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010
Re-coding ECOCs without re-training.
Pattern Recognition Letters, 2010

On the Decoding Process in Ternary Error-Correcting Output Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Traffic sign recognition system with beta -correction.
Mach. Vis. Appl., 2010

Error-Correcting Ouput Codes Library.
J. Mach. Learn. Res., 2010

Automatic Detection of Dominance and Expected Interest.
EURASIP J. Adv. Sig. Proc., 2010

Boosted Geometry-Based Ensembles.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Adding Classes Online in Error Correcting Output Codes Framework.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Meta-Learning Approach to Conditional Random Fields Using Error-Correcting Output Codes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classifying Objects at Different Sizes with Multi-Scale Stacked Sequential Learning.
Proceedings of the Artificial Intelligence Research and Development, 2010

2009
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes.
Signal Processing Systems, 2009

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification.
IEEE Trans. Intelligent Transportation Systems, 2009

Fast Rigid Registration of Vascular Structures in IVUS Sequences.
IEEE Trans. Information Technology in Biomedicine, 2009

Separability of ternary codes for sparse designs of error-correcting output codes.
Pattern Recognition Letters, 2009

Blurred Shape Model for binary and grey-level symbol recognition.
Pattern Recognition Letters, 2009

Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Multi-scale Stacked Sequential Learning.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Recoding Error-Correcting Output Codes.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Circular Blurred Shape Model for symbol spotting in documents.
Proceedings of the International Conference on Image Processing, 2009

Multi-class Binary Symbol Classification with Circular Blurred Shape Models.
Proceedings of the Image Analysis and Processing, 2009

Enhancing In-Vitro IVUS Data for Tissue Characterization.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Multi-modal laughter recognition in video conversations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Multi-Scale Multi-Resolution Stacked Sequential Learning.
Proceedings of the Artificial Intelligence Research and Development, 2009

Measuring Interest of Human Dyadic Interactions.
Proceedings of the Artificial Intelligence Research and Development, 2009

On in-vitro and in-vivo IVUS data fusion.
Proceedings of the Artificial Intelligence Research and Development, 2009

A First Approach to Activity Recognition using Topic Models.
Proceedings of the Artificial Intelligence Research and Development, 2009

2008
An incremental node embedding technique for error correcting output codes.
Pattern Recognition, 2008

Subclass Problem-Dependent Design for Error-Correcting Output Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Detection of Complex Salient Regions.
EURASIP J. Adv. Sig. Proc., 2008

Loss-Weighted Decoding for Error-Correcting Output Coding.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Robust Image-Based IVUS Pullbacks Gating.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Sub-class Error-Correcting Output Codes.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Error-Correcting output coding for chagasic patients characterization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Separability of ternary Error-Correcting Output Codes.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

IVUS tissue characterization with sub-class error-correcting output codes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes.
Pattern Recognition Letters, 2007

Traffic sign classification using error correcting techniques.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Reconstructing ivus images for an accurate tissue classification.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Robust Complex Salient Regions.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Complex Salient Regions for Computer Vision Problems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Multi-class Binary Object Categorization Using Blurred Shape Models.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Wavelet based approach to cluster analysis. Application on low dimensional data sets.
Pattern Recognition Letters, 2006

Discriminant ECOC: A Heuristic Method for Application Dependent Design of Error Correcting Output Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Automatic IVUS Segmentation of Atherosclerotic Plaque with Stop & Go Snake.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Forest Extension of Error Correcting Output Codes and Boosted Landmarks.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

ECOC-ONE: A Novel Coding and Decoding Strategy.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Decoding of Ternary Error Correcting Output Codes.
Proceedings of the Progress in Pattern Recognition, 2006

In-Vivo IVUS Tissue Classification: A Comparison Between RF Signal Analysis and Reconstructed Images.
Proceedings of the Progress in Pattern Recognition, 2006

Optimal Extension of Error Correcting Output Codes.
Proceedings of the Artificial Intelligence Research and Development, 2006

2005
Fundamentals of Stop and Go active models.
Image Vision Comput., 2005

Solving Particularization with Supervised Clustering Competition Scheme.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Classification Algorithms for Biomedical Volume Datasets.
Proceedings of the Current Topics in Artificial Intelligence, 2005

2004
Texture Segmentation by Statistical Deformable Models.
Int. J. Image Graphics, 2004

Simulation Model of Intravascular Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Adaboost to Classify Plaque Appearance in IVUS Images.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Intravascular Ultrasound Images Vessel Characterization Using AdaBoost.
Proceedings of the Functional Imaging and Modeling of the Heart, 2003


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