Xavier Binefa

Orcid: 0000-0002-4324-9952

According to our database1, Xavier Binefa authored at least 98 papers between 1992 and 2023.

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

Timeline

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Bibliography

2023
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition.
IEEE Trans. Affect. Comput., 2023

2022
Machine Learning-Based Lie Detector Applied to a Novel Annotated Game Dataset.
Future Internet, 2022

2021
Composite recurrent network with internal denoising for facial alignment in still and video images in the wild.
Image Vis. Comput., 2021

Machine Learning based Lie Detector applied to a Collected and Annotated Dataset.
CoRR, 2021

An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the Wild.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Affective State-Based Framework for e-Learning Systems.
Proceedings of the Artificial Intelligence Research and Development, 2021

2020
Adversarial-based neural networks for affect estimations in the wild.
CoRR, 2020

End-to-end Facial and Physiological Model for Affective Computing and Applications.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Latent-Based Adversarial Neural Networks for Facial Affect Estimations.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Learning Disentangled Representations with Reference-Based Variational Autoencoders.
CoRR, 2019

Fully End-to-End Composite Recurrent Convolution Network for Deformable Facial Tracking In The Wild.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Heatmap-Guided Balanced Deep Convolution Networks for Family Classification in the Wild.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Robust Facial Alignment with Internal Denoising Auto-Encoder.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018
Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis.
IEEE Trans. Image Process., 2018

Special issue MLAAI: Machine learning and applications in artificial intelligence.
Pattern Recognit. Lett., 2018

2017
Fusion of Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT.
IEEE Trans. Medical Imaging, 2016

Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
A 3D Scene Registration Method via Covariance Descriptors and an Evolutionary Stable Strategy Game Theory Solver - Fusing Photometric and Shape-Based Features.
Int. J. Comput. Vis., 2015

From Emotions to Action Units with Hidden and Semi-Hidden-Task Learning.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Medical Image Classification via 2D color feature based Covariance Descriptors.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Bayesian perspective for the registration of multiple 3D views.
Comput. Vis. Image Underst., 2014

Combining temporal and spectral information for Query-by-Example Spoken Term Detection.
Proceedings of the 22nd European Signal Processing Conference, 2014

Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Regularized Multi-Concept MIL for weakly-supervised facial behavior categorization.
Proceedings of the British Machine Vision Conference, 2014

Leveraging Feature Uncertainty in the PnP Problem.
Proceedings of the British Machine Vision Conference, 2014

MCOV: A Covariance Descriptor for Fusion of Texture and Shape Features in 3D Point Clouds.
Proceedings of the 2nd International Conference on 3D Vision, 2014

4DCov: A Nested Covariance Descriptor of Spatio-Temporal Features for Gesture Recognition in Depth Sequences.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Local Evidence Aggregation for Regression-Based Facial Point Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

The CMTECH Spoken Web Search System for MediaEval 2013.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Two-Level Clustering towards Unsupervised Discovery of Acoustic Classes.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A Riemannian Stopping Criterion for Unsupervised Phonetic Segmentation.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Consumedia. Functionalities, Emotion Detection and Automation of Services in a ODR Platform.
Proceedings of the AI Approaches to the Complexity of Legal Systems, 2013

2012
A sparse curvature-based detector of affine invariant blobs.
Comput. Vis. Image Underst., 2012

Single Snapshot System for the Fast 3D Modeling using Dynamic Time Warping.
Proceedings of the VISAPP 2012, 2012

Augmented poselets for human body pose inference by a probabilistic graphical model.
Proceedings of the 2nd ACM international workshop on Interactive multimedia on mobile and portable devices, 2012

Dissociating rigid and articulated motion for hand tracking.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Fast and robust monocular 3D deformable shape estimation for inextensible and smooth surfaces.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Modelling facial expressions dynamics with Gaussian Process Regression.
Proceedings of the Artificial Intelligence Research and Development, 2012

2011
DLIG: Direct Local Indirect Global Alignment for Video Mosaicing.
IEEE Trans. Circuits Syst. Video Technol., 2011

Real-Time Stereo Mosaicing Using Feature Tracking.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

On hierarchical clustering for speech phonetic segmentation.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Concealed object detection and segmentation over millimetric waves images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Facial component detection in thermal imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Facial point detection using boosted regression and graph models.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Compatible Particles for Part-Based Tracking.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

2009
An Appearance-Based Method for parametric Video Registration.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009

Multiple Cue Data Fusion using Markov Random Fields for Motion Detection.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Laser Range Data Registration using Spin Images.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

A New Non-redundant Scale Invariant Interest Point Detector.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

The e-Sentencias Prototype: A Procedural Ontology for Legal Multimedia Applications in the Spanish Civil Courts.
Proceedings of the Law, Ontologies and the Semantic Web, 2009

Real-Time Motion Detection for a Mobile Observer Using Multiple Kernel Tracking and Belief Propagation.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Plane Filtering for the Registration of Urban Range Laser Imagery.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

A Scale Invariant Interest Point Detector for Discriminative Blob Detection.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008
Robust Dominant Motion Estimation Using MPEG Information in Sport Sequences.
IEEE Trans. Circuits Syst. Video Technol., 2008

Piecewise affine kernel tracking for non-planar targets.
Pattern Recognit., 2008

2007
Legal Knowledge Acquisition and Multimedia Applications.
Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content KAMC'07, 2007

Developing Ontologies for Legal Multimedia Applications.
Proceedings of the 2nd Workshop on Legal Ontologies and Artificial Intelligence Techniques June 4th, 2007

Structure Restriction for Tracking Through Multiple Views and Occlusions.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

A Density-Based Data Reduction Algorithm for Robust Estimators.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Ground Plane Estimation Based on Virtual Camera Rotation.
Proceedings of the Artificial Intelligence Research and Development, 2007

Georeferencing image points using visual pose estimation and DEM.
Proceedings of the Artificial Intelligence Research and Development, 2007

2006
Automatic cataloguing of advertisement in magazines.
Multim. Tools Appl., 2006

Multiple Kernel Two-Step Tracking.
Proceedings of the International Conference on Image Processing, 2006

Discerning Objects from Ground and Target Pose Estimation in ladar Data using Robust Statistics.
Proceedings of the International Conference on Image Processing, 2006

Two-Step Tracking by Parts Using Multiple Kernels.
Proceedings of the Artificial Intelligence Research and Development, 2006

2005
Pre-Attentional Filtering in Compressed Video.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A new approach for real time motion imation using robust statistics and MPEG domain applied to mosaic images construction.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A new parameter estimator based on the Helmholtz principle.
Proceedings of the 2005 International Conference on Image Processing, 2005

Contextual Soccer Detection Using Mosaicing Techniques.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Robust Methods and Representations for Soccer Player Tracking and Collision Resolution.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2003
Classifying periodic motions in video sequences.
Proceedings of the 2003 International Conference on Image Processing, 2003

Shot Segmentation Using a~Coupled Markov Chains Representation of Video Contents.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Finding Breaking Curves in 3D Surfaces.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Analyzing Periodic Motion Classification.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Multiple Features in Temporal Models for the Representation of Visual Contents in Video.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Spatio-Temporal Decomposition of Sport Events for Video Indexing.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

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

Bayesian Video Mosaicing with Moving Objects.
Int. J. Pattern Recognit. Artif. Intell., 2002

Coupled Markov Chains for Video Contents Characterization.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Multiple feature temporal models for object detection in video.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Online Bayesian Video Summarization and Linking.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Polynomial fiber description of motion for video mosaicing.
Proceedings of the 2001 International Conference on Image Processing, 2001

An EM Algorithm for Video SummarizationGenerative Model Approach.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

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

Color Normalization for Digital Video Processing.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

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

Color Normalization for Appearance Based Recognition of Video Key-Frames.
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

Chromatic Aberration and Depth Extraction.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Improving Visual Recognition using Color Normalization in Digital Video Applications.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 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

AudiCom: A Video Analysis System for Auditing Commercial Broadcasts.
Proceedings of the IEEE International Conference on Multimedia Computing and 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

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

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


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