Federico Sukno

According to our database, Federico Sukno authored at least 79 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic facial axes standardization of 3D fetal ultrasound images.

Antònia Alomar, Ricardo Rubio, Laura Salort, Gerard Albaiges, Antonio Paya, Gemma Piella, Federico Sukno

CoRR, 2024

PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows.

Joaquim Comas, Antònia Alomar, Adria Ruiz, Federico Sukno

CoRR, 2024

Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos.

Joaquim Comas, Adria Ruiz, Federico Sukno

CoRR, 2024

Automatic Facial Axes Standardization of 3D Fetal Ultrasound Images.

Antònia Alomar, Ricardo Rubio, Laura Salort, Gerard Albaiges, Antoni Payà, Gemma Piella, Federico Sukno

Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024

Deep adaptative spectral zoom for improved remote heart rate estimation.

Joaquim Comas, Adria Ruiz, Federico Sukno

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023

BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs.

Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno

Pattern Recognit., July, 2023

Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition.

Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa

IEEE Trans. Affect. Comput., 2023

2022

End-to-End Lip-Reading Without Large-Scale Data.

Adriana Fernandez-Lopez, Federico M. Sukno

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Machine Learning-Based Lie Detector Applied to a Novel Annotated Game Dataset.

Nuria Rodriguez-Diaz, Decky Aspandi, Federico M. Sukno, Xavier Binefa

Future Internet, 2022

BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs.

Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno

CoRR, 2022

Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model.

Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno

Comput. Methods Programs Biomed., 2022

Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss.

Joaquim Comas, Adria Ruiz, Federico Sukno

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Composite recurrent network with internal denoising for facial alignment in still and video images in the wild.

Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa

Image Vis. Comput., 2021

Survey on 3D face reconstruction from uncalibrated images.

Araceli Morales, Gemma Piella, Federico M. Sukno

Comput. Sci. Rev., 2021

The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).

Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Bao Ly-Van, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico M. Sukno, Sri-Kaushik Pavani, Alejandro Frangi, Lale Akarun, Arman Savran

CoRR, 2021

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

Nuria Rodriguez-Diaz, Decky Aspandi, Federico Sukno, Xavier Binefa

CoRR, 2021

An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the Wild.

Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

3D Fetal Face Reconstruction from Ultrasound Imaging.

Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2020

Cogans For Unsupervised Visual Speech Adaptation To New Speakers.

Adriana Fernandez-Lopez, Ali Karaali, Naomi Harte, Federico M. Sukno

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Spectral Correspondence Framework for Building a 3D Baby Face Model.

Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

Tensor Decomposition and Non-linear Manifold Modeling for 3D Head Pose Estimation.

Dmytro Derkach, Adria Ruiz, Federico M. Sukno

Int. J. Comput. Vis., 2019

Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes.

Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

Fully End-to-End Composite Recurrent Convolution Network for Deformable Facial Tracking In The Wild.

Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Lip-Reading with Limited-Data Network.

Adriana Fernandez-Lopez, Federico M. Sukno

Proceedings of the 27th European Signal Processing Conference, 2019

Robust Facial Alignment with Internal Denoising Auto-Encoder.

Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa

Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018

Weighted regularized statistical shape space projection for breast 3D model reconstruction.

Guillermo Ruiz, Eduard Ramon, Jaime García, Federico M. Sukno, Miguel Ángel González Ballester

Medical Image Anal., 2018

Survey on automatic lip-reading in the era of deep learning.

Adriana Fernandez-Lopez, Federico M. Sukno

Image Vis. Comput., 2018

Automatic local shape spectrum analysis for 3D facial expression recognition.

Dmytro Derkach, Federico M. Sukno

Image Vis. Comput., 2018

Improving the Quality of Video-to-Language Models by Optimizing Annotation of the Training Material.

Laura Pérez-Mayos, Federico M. Sukno, Leo Wanner

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images.

Araceli Morales, Gemma Piella, Oriol Martínez, Federico M. Sukno

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

3D Head Pose Estimation Using Tensor Decomposition and Non-linear Manifold Modeling.

Dmytro Derkach, Adria Ruiz, Federico Sukno

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

Automatic Viseme Vocabulary Construction to Enhance Continuous Lip-reading.

Adriana Fernandez-Lopez, Federico M. Sukno

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

KRISTINA: A Knowledge-Based Virtual Conversation Agent.

Leo Wanner, Elisabeth André, Josep Blat, Stamatia Dasiopoulou, Mireia Farrús, Thiago Fraga-Silva, Eleni Kamateri, Florian Lingenfelser, Gerard Llorach, Oriol Martínez, Georgios Meditskos, Simon Mille, Wolfgang Minker, Louisa Pragst, Dominik Schiller, Andries Stam, Ludo Stellingwerff, Federico Sukno, Bianca Vieru, Stefanos Vrochidis

Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017

Optimizing Phoneme-to-Viseme Mapping for Continuous Lip-Reading in Spanish.

Adriana Fernandez-Lopez, Federico M. Sukno

Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2017

Fusion of Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling.

Adria Ruiz, Oriol Martínez, Xavier Binefa, Federico M. Sukno

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database.

Adriana Fernandez-Lopez, Oriol Martínez, Federico M. Sukno

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Local Shape Spectrum Analysis for 3D Facial Expression Recognition.

Dmytro Derkach, Federico M. Sukno

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Head Pose Estimation Based on 3-D Facial Landmarks Localization and Regression.

Dmytro Derkach, Adria Ruiz, Federico M. Sukno

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM.

Constantine Butakoff, Simone Balocco, Federico M. Sukno, Corné Hoogendoorn, Catalina Tobon-Gomez, Gustavo Avegliano, Alejandro F. Frangi

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016

Towards a Multimedia Knowledge-Based Agent with Social Competence and Human Interaction Capabilities.

Leo Wanner, Josep Blat, Stamatia Dasiopoulou, Mónica Domínguez, Gerard Llorach, Simon Mille, Federico Sukno, Eleni Kamateri, Stefanos Vrochidis, Ioannis Kompatsiaris, Elisabeth André, Florian Lingenfelser, Gregor Mehlmann, Andries Stam, Ludo Stellingwerff, Bianca Vieru, Lori Lamel, Wolfgang Minker, Louisa Pragst, Stefan Ultes

Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, 2016

A Multimodal Annotation Schema for Non-Verbal Affective Analysis in the Health-Care Domain.

Federico Sukno, Mónica Domínguez, Adria Ruiz, Dominik Schiller, Florian Lingenfelser, Louisa Pragst, Eleni Kamateri, Stefanos Vrochidis

Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, 2016

Weighted regularized ASM for face alignment.

Guillermo Ruiz, Eduard Ramon, Jaime García, Miguel Ángel González Ballester, Federico M. Sukno

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

3-D Facial Landmark Localization With Asymmetry Patterns and Shape Regression from Incomplete Local Features.

Federico M. Sukno, John L. Waddington, Paul F. Whelan

IEEE Trans. Cybern., 2015

On the quantitative analysis of craniofacial asymmetry in 3D.

Federico M. Sukno, Mario A. Rojas, John L. Waddington, Paul F. Whelan

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

Quantitative Comparison of Hole Filling Methods for 3D Object Search.

Mario A. Rojas, Federico Sukno, John Waddington, Paul F. Whelan

Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

2013

A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT.

Corné Hoogendoorn, Nicolas Duchateau, Damian Sánchez-Quintana, Tristan Whitmarsh, Federico Sukno, Mathieu De Craene, Karim Lekadir, Alejandro F. Frangi

IEEE Trans. Medical Imaging, 2013

Asymmetry Patterns Shape Contexts to Describe the 3D Geometry of Craniofacial Landmarks.

Federico M. Sukno, John L. Waddington, Paul F. Whelan

Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013

Rotationally Invariant 3D Shape Contexts using Asymmetry Patterns.

Federico Sukno, John Waddington, Paul F. Whelan

Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013

Compensating inaccurate annotations to train 3D facial landmark localization models.

Federico Sukno, John Waddington, Paul F. Whelan

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012

An Experimental Evaluation of Three Classifiers for Use in Self-Updating Face Recognition Systems.

Sri-Kaushik Pavani, Federico Sukno, David Delgado-Gómez, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi

IEEE Trans. Inf. Forensics Secur., 2012

Full Multiresolution Active Shape Models.

Juan J. Cerrolaza, Arantxa Villanueva, Federico Sukno, Constantine Butakoff, Alejandro F. Frangi, Rafael Cabeza

J. Math. Imaging Vis., 2012

Suicide attempters classification: Toward predictive models of suicidal behavior.

David Delgado-Gómez, Hilario Blasco-Fontecilla, Federico Sukno, Maria Socorro Ramos-Plasencia, Enrique Baca-García

Neurocomputing, 2012

Comparing 3D Descriptors for Local Search of Craniofacial Landmarks.

Federico Sukno, John Waddington, Paul F. Whelan

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

3D Facial Landmark Localization Using Combinatorial Search and Shape Regression.

Federico Sukno, John Waddington, Paul F. Whelan

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

A Quantitative Assessment of 3D Facial Key Point Localization Fitting 2D Shape Models to Curvature Information.

Federico Sukno, Tarik A. Chowdhury, John Waddington, Paul F. Whelan

Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011

Sensitivity Analysis of Mesh Warping and Subsampling Strategies for Generating Large Scale Electrophysiological Simulation Data.

Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi

Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Order Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms.

Constantine Butakoff, Federico Sukno, Adelina Doltra, Etelvino Silva, Marta Sitges, Alejandro F. Frangi

Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010

Projective active shape models for pose-variant image analysis of quasi-planar objects: Application to facial analysis.

Federico Sukno, José Jesús Guerrero, Alejandro F. Frangi

Pattern Recognit., 2010

The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).

Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Van-Bao Ly, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico Sukno, Sri-Kaushik Pavani, Alejandro F. Frangi, Lale Akarun, Arman Savran

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Individual identification using personality traits.

David Delgado-Gómez, Federico Sukno, David Aguado, Carlos Santa Cruz, Antonio Artés-Rodríguez

J. Netw. Comput. Appl., 2010

Sparse active shape models: influence of the interpolation kernel on segmentation accuracy and speed.

Federico M. Sukno, Constantine Butakoff, Bart H. Bijnens, Alejandro F. Frangi

Proceedings of the Medical Imaging 2010: Image Processing, 2010

A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction.

Corné Hoogendoorn, Tristan Whitmarsh, Nicolas Duchateau, Federico M. Sukno, Mathieu De Craene, Alejandro F. Frangi

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model.

Hui Sun, Alejandro F. Frangi, Hongzhi Wang, Federico Sukno, Catalina Tobon-Gomez, Paul A. Yushkevich

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population.

Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi

Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Atlas Construction and Image Analysis Using Statistical Cardiac Models.

Mathieu De Craene, Federico Sukno, Catalina Tobon-Gomez, Constantine Butakoff, Rosa M. Figueras i Ventura, Corné Hoogendoorn, Gemma Piella, Nicolas Duchateau, Emma Muñoz-Moreno, Rafael Sebastián

Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Bilinear point distribution models for heart motion analysis.

Rosa M. Figueras i Ventura, Corné Hoogendoorn, Federico Sukno, Alejandro F. Frangi

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Similarity-based Fisherfaces.

David Delgado-Gómez, Jens Fagertun, Bjarne K. Ersbøll, Federico Sukno, Alejandro F. Frangi

Pattern Recognit. Lett., 2009

Bilinear Models for Spatio-Temporal Point Distribution Analysis.

Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi

Int. J. Comput. Vis., 2009

Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models.

Federico Sukno, Sri-Kaushik Pavani, Constantine Butakoff, Alejandro F. Frangi

Proceedings of the Computer Vision Systems, 2009

A Confidence-Based Update Rule for Self-updating Human Face Recognition Systems.

Sri-Kaushik Pavani, Federico Sukno, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi

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

2008

Automatic Construction of 3D-ASM Intensity Models by Simulating Image Acquisition: Application to Myocardial Gated SPECT Studies.

Catalina Tobon-Gomez, Constantine Butakoff, S. Aguade, Federico Sukno, G. Moragas, Alejandro F. Frangi

IEEE Trans. Medical Imaging, 2008

Reliability Estimation for Statistical Shape Models.

Federico Sukno, Alejandro F. Frangi

IEEE Trans. Image Process., 2008

Cardiac Medial Modeling and Time-Course Heart Wall Thickness Analysis.

Hui Sun, Brian B. Avants, Alejandro F. Frangi, Federico Sukno, James C. Gee, Paul A. Yushkevich

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007

Active Shape Models with Invariant Optimal Features: Application to Facial Analysis.

Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Bilinear Models for Spatio-Temporal Point Distribution Analysis: Application to Extrapolation of Whole Heart Cardiac Dynamics.

Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Exploring Reliability for Automatic Identity Verification with Statistical Shape Models.

Federico Sukno, Alejandro F. Frangi

Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2006

Automatic Pose Correction for Local Feature-Based Face Authentication.

Daniel González-Jiménez, Federico Sukno, José Luis Alba-Castro, Alejandro F. Frangi

Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005

Active Shape Models with Invariant Optimal Features (IOF-ASMs).

Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004

AV@CAR: A Spanish Multichannel Multimodal Corpus for In-Vehicle Automatic Audio-Visual Speech Recognition.

Alfonso Ortega, Federico Sukno, Eduardo Lleida, Alejandro F. Frangi, Antonio Miguel, Luis Buera, Ernesto Zacur

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004