Jordi Vitrià

Orcid: 0000-0003-1484-539X

According to our database1, Jordi Vitrià authored at least 167 papers between 1992 and 2023.

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

Timeline

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Bibliography

2023
Machine and deep learning for longitudinal biomedical data: a review of methods and applications.
Artif. Intell. Rev., November, 2023

Anatomical landmarks localization for capsule endoscopy studies.
Comput. Medical Imaging Graph., September, 2023

Self-supervised out-of-distribution detection in wireless capsule endoscopy images.
Artif. Intell. Medicine, September, 2023

Leveraging Embedding Information to Create Video Capsule Endoscopy Datasets.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

Automated Cleanliness Scoring and Digestive Content Segmentation for Capsule Endoscopy.
Proceedings of the Artificial Intelligence Research and Development, 2023

Addressing Scale and Density Challenges in LiDAR Point Classification.
Proceedings of the Artificial Intelligence Research and Development, 2023

2022
A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian Perspective.
ACM Comput. Surv., 2022

Time-based self-supervised learning for Wireless Capsule Endoscopy.
Comput. Biol. Medicine, 2022

Estimand-Agnostic Causal Query Estimation With Deep Causal Graphs.
IEEE Access, 2022

Time-coherent embeddings for Wireless Capsule Endoscopy.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Contextual TV Show Recommendation.
Proceedings of the Artificial Intelligence Research and Development, 2022

Object Segmentation of Cluttered Airborne LiDAR Point Clouds.
Proceedings of the Artificial Intelligence Research and Development, 2022

Deep Non-crossing Quantiles through the Partial Derivative.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Algorithmic Causal Effect Identification with causaleffect.
CoRR, 2021

Graph Convolutional Embeddings for Recommender Systems.
IEEE Access, 2021

Deep Causal Graphs for Causal Inference, Black-Box Explainability and Fairness.
Proceedings of the Artificial Intelligence Research and Development, 2021


2020
Uncertainty-Based Human-in-the-Loop Deep Learning for Land Cover Segmentation.
Remote. Sens., 2020

Causal Inference with Deep Causal Graphs.
CoRR, 2020

WCE polyp detection with triplet based embeddings.
Comput. Medical Imaging Graph., 2020

Uncertainty-Based Rejection Wrappers for Black-Box Classifiers.
IEEE Access, 2020

Building Uncertainty Models on Top of Black-Box Predictive APIs.
IEEE Access, 2020

Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability.
Proceedings of the FAT* '20: Conference on Fairness, 2020

2019
Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability.
CoRR, 2019

Analysis of Vocational Education and Training and the Labour Market in Catalonia. A Data-Driven Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Explaining Visual Models by Causal Attribution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Using the Triplet Loss for Domain Adaptation in WCE.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 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
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Uncertainty Gated Network for Land Cover Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Let's Open the Black Box of Deep Learning!
Proceedings of the Business Intelligence and Big Data - 7th European Summer School, 2017

2016
Generic feature learning for wireless capsule endoscopy analysis.
Comput. Biol. Medicine, 2016

Deep Learning Features for Wireless Capsule Endoscopy Analysis.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015
Motility bar: A new tool for motility analysis of endoluminal videos.
Comput. Biol. Medicine, 2015

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

2014
Detection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images.
IEEE J. Biomed. Health Informatics, 2014

Intestinal event segmentation for endoluminal video analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
An Application for Efficient Error-Free Labeling of Medical Images.
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Bagged One-Class Classifiers in the Presence of Outliers.
Int. J. Pattern Recognit. Artif. Intell., 2013

Adaptable image cuts for motility inspection using WCE.
Comput. Medical Imaging Graph., 2013

A new image centrality descriptor for wrinkle frame detection in WCE videos.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Gradient Histogram Background Modeling for People Detection in Stationary Camera Environments.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

2012
Categorization and Segmentation of Intestinal Content Frames for Wireless Capsule Endoscopy.
IEEE Trans. Inf. Technol. Biomed., 2012

Social Network Extraction and Analysis Based on Multimodal Dyadic Interaction.
Sensors, 2012

Minimal design of error-correcting output codes.
Pattern Recognit. Lett., 2012

Selected papers from Iberian Conference on Pattern Recognition and Image Analysis.
Pattern Recognit., 2012

Active labeling: Application to wireless endoscopy analysis.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

An Integrated Approach to Contextual Face Detection.
Proceedings of the ICPRAM 2012, 2012

A search based approach to non maximum suppression in face detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

The Role of Facial Regions in Evaluating Social Dimensions.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Sketchable Histograms of Oriented Gradients for Object Detection.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Human Relative Position Detection Based on Mutual Occlusion.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

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

A cluster-based strategy for active learning of RGB-D object detectors.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Automatic Detection of Facial Feature Points via HOGs and Geometric Prior Models.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Interactive Labeling of WCE Images.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Predicting dominance judgements automatically: A machine learning approach.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010
Intestinal Motility Assessment With Video Capsule Endoscopy: Automatic Annotation of Phasic Intestinal Contractions.
IEEE Trans. Medical Imaging, 2010

Online pattern recognition and machine learning techniques for computer-vision: Theory and applications.
Image Vis. Comput., 2010

Automatic Detection of Dominance and Expected Interest.
EURASIP J. Adv. Signal Process., 2010

Weighted Bagging for Graph Based One-Class Classifiers.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Modelling and analyzing multimodal dyadic interactions using social networks.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Automatic point-based facial trait judgments evaluation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Aligning endoluminal scene sequences in wireless capsule endoscopy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Boosted Online Learning for Face Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification.
IEEE Trans. Intell. Transp. Syst., 2009

Probabilistic Darwin Machines for Object Detection.
Proceedings of the 2009 International Conference on Image Processing, 2009

Visual content layer for scalable object recognition in urban image databases.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

You are fired! Nonverbal role analysis in competitive meetings.
Proceedings of the IEEE International Conference on Acoustics, 2009

Dominance detection in face-to-face conversations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

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

Text Detection in Urban Scenes.
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

Generic Object Recognition in Urban Image Databases.
Proceedings of the Artificial Intelligence Research and Development, 2009

2008
Shared Feature Extraction for Nearest Neighbor Face Recognition.
IEEE Trans. Neural Networks, 2008

Learning to learn: From smart machines to intelligent machines.
Pattern Recognit. Lett., 2008

Online nonparametric discriminant analysis for incremental subspace learning and recognition.
Pattern Anal. Appl., 2008

Non-parametric distance-based classification techniques and their applications.
Pattern Anal. Appl., 2008

A sparse Bayesian approach for joint feature selection and classifier learning.
Pattern Anal. Appl., 2008

Face Recognition by Artificial Vision Systems: a Cognitive Perspective.
Int. J. Pattern Recognit. Artif. Intell., 2008

Multitask Learning - An Application to Incremental Face Recognition.
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

Subject Recognition Using a New Approach for Feature Selection.
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

Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Weighted Dissociated Dipoles: An Extended Visual Feature Set.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Evolutionary Object Detection by Means of Naïve Bayes Models Estimation.
Proceedings of the Applications of Evolutionary Computing, 2008

On the use of independent tasks for face recognition.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Bayesian Classification of Cork Stoppers Using Class-Conditional Independent Component Analysis.
IEEE Trans. Syst. Man Cybern. Part C, 2007

Pushing it to the Limit: Adaptation with Dynamically Switching Gain Control.
EURASIP J. Adv. Signal Process., 2007

Face verification by sharing knowledge from different subjects.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Incremental On-Line Topological Map Learning for A Visual Homing Application.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

A Hierarchical Approach for Multi-task Logistic Regression.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Online Learning for Human-Robot Interaction.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Semi-supervised Learning Method for Motility Disease Diagnostic.
Proceedings of the Progress in Pattern Recognition, 2007

Beyond the user: A review of socially aware computing.
Proceedings of the Artificial Intelligence Research and Development, 2007

Weighted Dissociated Dipoles for Evolutive Learning.
Proceedings of the Artificial Intelligence Research and Development, 2007

Eigenmotion-Based Detection of Intestinal Contractions.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

Incremental Subspace Learning for Cognitive Visual Processes.
Proceedings of the Advances in Brain, 2007

2006
Boosted discriminant projections for nearest neighbor classification.
Pattern Recognit., 2006

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

On the Use of External Face Features for Identity Verification.
J. Multim., 2006

Anisotropic Feature Extraction from Endoluminal Images for Detection of Intestinal Contractions.
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

Gender Recognition in Non Controlled Environments.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Robust Particle Filter-Based Face Tracker Using Combination of Color and Geometric Information.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Face Verification using External Features.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

A Machine Learning Framework Using SOMs: Applications in the Intestinal Motility Assessment.
Proceedings of the Progress in Pattern Recognition, 2006

Linear Radial Patterns Characterization for Automatic Detection of Tonic Intestinal Contractions.
Proceedings of the Progress in Pattern Recognition, 2006

Real-time object detection using an evolutionary boosting strategy.
Proceedings of the Artificial Intelligence Research and Development, 2006

2005
An ensemble-based method for linear feature extraction for two-class problems.
Pattern Anal. Appl., 2005

Feature extraction for nearest neighbor classification: Application to gender recognition.
Int. J. Intell. Syst., 2005

Feature Extraction Methods for Real-Time Face Detection and Classification.
EURASIP J. Adv. Signal Process., 2005

Experiments with SVM and Stratified Sampling with an Imbalanced Problem: Detection of Intestinal Contractions.
Proceedings of the Pattern Recognition and Image Analysis, 2005

The Contribution of External Features to Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Are External Face Features Useful for Automatic Face Classification?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Real-Time Face Tracking for Context-Aware Computing.
Proceedings of the Artificial Intelligence Research and Development, 2005

Experimental Study of the Usefulness of External Face Features for Face Classification.
Proceedings of the Artificial Intelligence Research and Development, 2005

Feature Selection with Non-Parametric Mutual Information for Adaboost Learning.
Proceedings of the Artificial Intelligence Research and Development, 2005

Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Multiclass Object Recognition Using Class-Conditional Independent Component Analysis.
Cybern. Syst., 2004

Discriminant Projections Embedding for Nearest Neighbor Classification.
Proceedings of the Progress in Pattern Recognition, 2004

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

2003
Introducing a weighted non-negative matrix factorization for image classification.
Pattern Recognit. Lett., 2003

Evaluation of distance metrics for recognition based on non-negative matrix factorization.
Pattern Recognit. Lett., 2003

Nonparametric discriminant analysis and nearest neighbor classification.
Pattern Recognit. Lett., 2003

Using an ICA representation of local color histograms for object recognition.
Pattern Recognit., 2003

On the Selection and Classification of Independent Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Higher-order dependencies in local appearance models.
Proceedings of the 2003 International Conference on Image Processing, 2003

An Experimental Comparison of Dimensionality Reduction for Face Verification Methods.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

An Experimental Evaluation of K-nn for Linear Transforms of Positive Data.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Modeling High-Order Dependencies in Local Appearance Models.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Local Appearance-Based Models using High-Order Statistics of Image Features.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Shot Partitioning Based Recognition of TV Commercials.
Multim. Tools Appl., 2002

Determining a Suitable Metric when Using Non-Negative Matrix Factorization.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Analyzing Non-Negative Matrix Factorization for Image Classification.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Improving Naive Bayes Using Class-Conditional ICA.
Proceedings of the Advances in Artificial Intelligence, 2002

Bayesian Classification for Inspection of Industrial Products.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

Non-negative Matrix Factorization for Face Recognition.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

Feature Subset Selection in an ICA Space.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001
Clustering in image space for place recognition and visual annotations for human-robot interaction.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Topological principal component analysis for face encoding and recognition.
Pattern Recognit. Lett., 2001

Independent Modes of Variation in Point Distribution Models.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Region-based approach for discriminant snakes.
Proceedings of the 2001 International Conference on Image Processing, 2001

Discriminant Basis for Object Classification.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

A Weighted Non-Negative Matrix Factorization for Local Representations.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Using an ICA Representation of High Dimensional Data for Object Recognition and Classification.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Unsupervised Learning of Part-Based Representations.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000
Linking Visual Cues and Semantic Terms Under Specific Digital Video Domains.
J. Vis. Lang. Comput., 2000

Learning mixture models using a genetic version of the EM algorithm.
Pattern Recognit. Lett., 2000

Local Discriminant Regions Using Support Vector Machines for Object Recognition.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Eigenfiltering for Flexible Eigentracking (EFE).
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Eigensnakes for Vessel Segmentation in Angiography.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Probabilistic Saliency Approach for Elongated Structure Detection Using Deformable Models.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Comparison of Global versus Local Color Histograms for Object Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Tracking of Elongated Structures Using Statistical Snakes.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Local Color Analysis for Scene Break Detection Applied to TV Commercials Recognition.
Proceedings of the Visual Information and Information Systems, 1999

EigenHistograms: Using Low Dimensional Models of Color Distribution for Real Time Object Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999

1997
A multidimensional scaling approach to explore the behavior of a texture perception algorithm.
Mach. Vis. Appl., 1997

Optimal 3 x 3 decomposable disks for morphological transformations.
Image Vis. Comput., 1997

1996
Reconstructing 3D light microscopic images using the EM algorithm.
Pattern Recognit. Lett., 1996

ViLi (Vision LISP): a software environment for teaching image processing and analysis.
Proceedings of the 1st Annual Conference on Integrating Technology into Computer Science Education, 1996

A contrast-based focusing criterium.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

3×3 decomposition of circular structuring elements.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1994
Texture Classification Using Neural Networks and Local Granulometries.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

1992
Morphological algorithms for visual analysis of integrated circuits.
J. Vis. Commun. Image Represent., 1992


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