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Federico M. Sukno
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2020 – today
- 2024
[c48]Joaquim Comas, Adria Ruiz, Federico Sukno:
Deep adaptative spectral zoom for improved remote heart rate estimation. FG 2024: 1-10- [c47]Antònia Alomar, Ricardo Rubio, Laura Salort, Gerard Albaiges, Antoni Payà, Gemma Piella, Federico Sukno:
Automatic Facial Axes Standardization of 3D Fetal Ultrasound Images. ASMUS@MICCAI 2024: 88-98 - [i13]Joaquim Comas, Adria Ruiz, Federico Sukno:
Deep adaptative spectral zoom for improved remote heart rate estimation. CoRR abs/2403.06902 (2024) - [i12]Joaquim Comas, Adria Ruiz, Federico Sukno:
Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos. CoRR abs/2405.02652 (2024) - [i11]Joaquim Comas, Antònia Alomar, Adria Ruiz, Federico Sukno:
PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows. CoRR abs/2407.21519 (2024) - [i10]Antònia Alomar, Ricardo Rubio, Laura Salort, Gerard Albaiges, Antonio Paya, Gemma Piella, Federico Sukno:
Automatic facial axes standardization of 3D fetal ultrasound images. CoRR abs/2409.02826 (2024) - 2023
- [j25]Araceli Morales
, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. 139: 109367 (2023) - [j24]Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa:
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition. IEEE Trans. Affect. Comput. 14(3): 2193-2208 (2023) - 2022
- [j23]Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno:
Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. 221: 106893 (2022) - [j22]Nuria Rodriguez-Diaz, Decky Aspandi, Federico M. Sukno, Xavier Binefa:
Machine Learning-Based Lie Detector Applied to a Novel Annotated Game Dataset. Future Internet 14(1): 2 (2022) - [j21]Adriana Fernandez-Lopez, Federico M. Sukno:
End-to-End Lip-Reading Without Large-Scale Data. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2076-2090 (2022) - [c46]Joaquim Comas, Adria Ruiz, Federico Sukno:
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss. CVPR Workshops 2022: 2181-2190 - [i9]Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR abs/2203.05908 (2022) - [i8]Joaquim Comas, Adria Ruiz, Federico Sukno:
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss. CoRR abs/2203.10882 (2022) - 2021
- [j20]Araceli Morales, Gemma Piella, Federico M. Sukno:
Survey on 3D face reconstruction from uncalibrated images. Comput. Sci. Rev. 40: 100400 (2021) - [j19]Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa:
Composite recurrent network with internal denoising for facial alignment in still and video images in the wild. Image Vis. Comput. 111: 104189 (2021) - [c45]Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa:
An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the Wild. VISIGRAPP (4: VISAPP) 2021: 172-181 - [c44]Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno:
3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) 2021: 615-624 - [i7]Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa:
An Enhanced Adversarial Network with Combined Latent Features for Spatio-Temporal Facial Affect Estimation in the Wild. CoRR abs/2102.09150 (2021) - [i6]Nuria Rodriguez-Diaz, Decky Aspandi, Federico Sukno, Xavier Binefa:
Machine Learning based Lie Detector applied to a Collected and Annotated Dataset. CoRR abs/2104.12345 (2021) - [i5]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:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR abs/2111.08702 (2021) - 2020
- [c43]Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
Spectral Correspondence Framework for Building a 3D Baby Face Model. FG 2020: 708-715 - [c42]Adriana Fernandez-Lopez, Ali Karaali, Naomi Harte, Federico M. Sukno:
Cogans For Unsupervised Visual Speech Adaptation To New Speakers. ICASSP 2020: 6294-6298 - [i4]Araceli Morales, Gemma Piella, Federico M. Sukno:
Survey on 3D face reconstruction from uncalibrated images. CoRR abs/2011.05740 (2020)
2010 – 2019
- 2019
- [j18]Dmytro Derkach, Adria Ruiz, Federico M. Sukno:
Tensor Decomposition and Non-linear Manifold Modeling for 3D Head Pose Estimation. Int. J. Comput. Vis. 127(10): 1565-1585 (2019) - [c41]Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa:
Robust Facial Alignment with Internal Denoising Auto-Encoder. CRV 2019: 143-150 - [c40]Adriana Fernandez-Lopez, Federico M. Sukno:
Lip-Reading with Limited-Data Network. EUSIPCO 2019: 1-5 - [c39]Decky Aspandi, Oriol Martínez, Federico Sukno, Xavier Binefa:
Fully End-to-End Composite Recurrent Convolution Network for Deformable Facial Tracking In The Wild. FG 2019: 1-8 - [c38]Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru:
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI 2019: 182-189 - 2018
- [j17]Adriana Fernandez-Lopez, Federico M. Sukno:
Survey on automatic lip-reading in the era of deep learning. Image Vis. Comput. 78: 53-72 (2018) - [j16]Dmytro Derkach, Federico M. Sukno:
Automatic local shape spectrum analysis for 3D facial expression recognition. Image Vis. Comput. 79: 86-98 (2018) - [j15]Guillermo Ruiz, Eduard Ramon, Jaime García, Federico M. Sukno, Miguel Ángel González Ballester:
Weighted regularized statistical shape space projection for breast 3D model reconstruction. Medical Image Anal. 47: 164-179 (2018) - [c37]Dmytro Derkach, Adria Ruiz, Federico Sukno:
3D Head Pose Estimation Using Tensor Decomposition and Non-linear Manifold Modeling. 3DV 2018: 505-513 - [c36]Araceli Morales, Gemma Piella, Oriol Martínez, Federico M. Sukno:
A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images. FG 2018: 731-738 - [c35]Laura Pérez-Mayos, Federico M. Sukno, Leo Wanner:
Improving the Quality of Video-to-Language Models by Optimizing Annotation of the Training Material. MMM (1) 2018: 279-290 - 2017
- [c34]Dmytro Derkach, Federico M. Sukno:
Local Shape Spectrum Analysis for 3D Facial Expression Recognition. FG 2017: 41-47 - [c33]Adriana Fernandez-Lopez, Oriol Martínez, Federico M. Sukno:
Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database. FG 2017: 208-215 - [c32]Adria Ruiz, Oriol Martínez, Xavier Binefa, Federico M. Sukno:
Fusion of Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling. FG 2017: 331-338 - [c31]Dmytro Derkach, Adria Ruiz, Federico M. Sukno:
Head Pose Estimation Based on 3-D Facial Landmarks Localization and Regression. FG 2017: 820-827 - [c30]Adriana Fernandez-Lopez, Federico M. Sukno:
Optimizing Phoneme-to-Viseme Mapping for Continuous Lip-Reading in Spanish. VISIGRAPP (Revised Selected Papers) 2017: 305-328 - [c29]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:
KRISTINA: A Knowledge-Based Virtual Conversation Agent. PAAMS 2017: 284-295 - [c28]Adriana Fernandez-Lopez, Federico M. Sukno:
Automatic Viseme Vocabulary Construction to Enhance Continuous Lip-reading. VISIGRAPP (5: VISAPP) 2017: 52-63 - [i3]Adriana Fernandez-Lopez, Oriol Martínez, Federico M. Sukno:
Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database. CoRR abs/1704.08028 (2017) - [i2]Adriana Fernandez-Lopez, Federico M. Sukno:
Automatic Viseme Vocabulary Construction to Enhance Continuous Lip-reading. CoRR abs/1704.08035 (2017) - [i1]Dmytro Derkach, Federico M. Sukno:
Local Shape Spectrum Analysis for 3D Facial Expression Recognition. CoRR abs/1705.06900 (2017) - 2016
- [j14]Constantine Butakoff, Simone Balocco, Federico M. Sukno, Corné Hoogendoorn, Catalina Tobon-Gomez, Gustavo Avegliano, Alejandro F. Frangi:
Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(5): 265-280 (2016) - [c27]Guillermo Ruiz, Eduard Ramon, Jaime García, Miguel Ángel González Ballester, Federico M. Sukno:
Weighted regularized ASM for face alignment. ICIP 2016: 2906-2910 - [c26]Federico Sukno, Mónica Domínguez, Adria Ruiz, Dominik Schiller, Florian Lingenfelser, Louisa Pragst, Eleni Kamateri, Stefanos Vrochidis:
A Multimodal Annotation Schema for Non-Verbal Affective Analysis in the Health-Care Domain. MARMI@ICMR 2016: 9-14 - [c25]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:
Towards a Multimedia Knowledge-Based Agent with Social Competence and Human Interaction Capabilities. MARMI@ICMR 2016: 21-26 - 2015
- [j13]Federico M. Sukno, John L. Waddington, Paul F. Whelan:
3-D Facial Landmark Localization With Asymmetry Patterns and Shape Regression from Incomplete Local Features. IEEE Trans. Cybern. 45(9): 1717-1730 (2015) - [c24]Federico M. Sukno, Mario A. Rojas, John L. Waddington, Paul F. Whelan:
On the quantitative analysis of craniofacial asymmetry in 3D. FG 2015: 1-8 - 2014
- [c23]Mario A. Rojas, Federico Sukno, John Waddington, Paul F. Whelan:
Quantitative Comparison of Hole Filling Methods for 3D Object Search. 3DOR@Eurographics 2014: 25-32 - 2013
- [j12]Corné Hoogendoorn, Nicolas Duchateau, Damian Sánchez-Quintana, Tristan Whitmarsh, Federico Sukno, Mathieu De Craene, Karim Lekadir, Alejandro F. Frangi:
A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT. IEEE Trans. Medical Imaging 32(1): 28-44 (2013) - [c22]Federico Sukno, John Waddington, Paul F. Whelan:
Compensating inaccurate annotations to train 3D facial landmark localization models. FG 2013: 1-8 - [c21]Federico Sukno, John Waddington, Paul F. Whelan:
Rotationally Invariant 3D Shape Contexts using Asymmetry Patterns. GRAPP/IVAPP 2013: 7-17 - [c20]Federico M. Sukno, John L. Waddington, Paul F. Whelan:
Asymmetry Patterns Shape Contexts to Describe the 3D Geometry of Craniofacial Landmarks. VISIGRAPP (Selected Papers) 2013: 19-35 - 2012
- [j11]David Delgado-Gómez, Hilario Blasco-Fontecilla, Federico Sukno, Maria Socorro Ramos-Plasencia, Enrique Baca-García:
Suicide attempters classification: Toward predictive models of suicidal behavior. Neurocomputing 92: 3-8 (2012) - [j10]Juan J. Cerrolaza, Arantxa Villanueva, Federico Sukno, Constantine Butakoff, Alejandro F. Frangi, Rafael Cabeza:
Full Multiresolution Active Shape Models. J. Math. Imaging Vis. 44(3): 463-479 (2012) - [j9]Sri-Kaushik Pavani, Federico Sukno, David Delgado-Gómez, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi:
An Experimental Evaluation of Three Classifiers for Use in Self-Updating Face Recognition Systems. IEEE Trans. Inf. Forensics Secur. 7(3): 932-943 (2012) - [c19]Federico Sukno, John Waddington, Paul F. Whelan:
3D Facial Landmark Localization Using Combinatorial Search and Shape Regression. ECCV Workshops (1) 2012: 32-41 - [c18]Federico Sukno, John Waddington, Paul F. Whelan:
Comparing 3D Descriptors for Local Search of Craniofacial Landmarks. ISVC (2) 2012: 92-103 - 2011
- [c17]Constantine Butakoff, Federico Sukno, Adelina Doltra, Etelvino Silva, Marta Sitges, Alejandro F. Frangi:
Order Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms. FIMH 2011: 359-366 - [c16]Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi:
Sensitivity Analysis of Mesh Warping and Subsampling Strategies for Generating Large Scale Electrophysiological Simulation Data. FIMH 2011: 418-426 - [c15]Federico Sukno, Tarik A. Chowdhury, John Waddington, Paul F. Whelan:
A Quantitative Assessment of 3D Facial Key Point Localization Fitting 2D Shape Models to Curvature Information. IMVIP 2011: 26-31 - 2010
- [j8]David Delgado-Gómez, Federico Sukno, David Aguado, Carlos Santa Cruz, Antonio Artés-Rodríguez:
Individual identification using personality traits. J. Netw. Comput. Appl. 33(3): 293-299 (2010) - [j7]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:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). IEEE Trans. Pattern Anal. Mach. Intell. 32(6): 1097-1111 (2010) - [j6]Federico Sukno, José Jesús Guerrero, Alejandro F. Frangi:
Projective active shape models for pose-variant image analysis of quasi-planar objects: Application to facial analysis. Pattern Recognit. 43(3): 835-849 (2010) - [c14]Rosa M. Figueras i Ventura, Corné Hoogendoorn, Federico Sukno, Alejandro F. Frangi:
Bilinear point distribution models for heart motion analysis. ISBI 2010: 476-479 - [c13]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:
Atlas Construction and Image Analysis Using Statistical Cardiac Models. STACOM/CESC 2010: 1-13 - [c12]Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi:
Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population. STACOM/CESC 2010: 242-251 - [c11]Hui Sun, Alejandro F. Frangi, Hongzhi Wang, Federico Sukno, Catalina Tobon-Gomez, Paul A. Yushkevich:
Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model. MICCAI (1) 2010: 468-475 - [c10]Corné Hoogendoorn, Tristan Whitmarsh, Nicolas Duchateau, Federico M. Sukno, Mathieu De Craene, Alejandro F. Frangi:
A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction. Image Processing 2010: 76231R - [c9]Federico M. Sukno, Constantine Butakoff, Bart H. Bijnens, Alejandro F. Frangi:
Sparse active shape models: influence of the interpolation kernel on segmentation accuracy and speed. Image Processing 2010: 76234X
2000 – 2009
- 2009
- [j5]Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi:
Bilinear Models for Spatio-Temporal Point Distribution Analysis. Int. J. Comput. Vis. 85(3): 237-252 (2009) - [j4]David Delgado-Gómez, Jens Fagertun, Bjarne K. Ersbøll, Federico Sukno, Alejandro F. Frangi:
Similarity-based Fisherfaces. Pattern Recognit. Lett. 30(12): 1110-1116 (2009) - [c8]Sri-Kaushik Pavani, Federico Sukno, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi:
A Confidence-Based Update Rule for Self-updating Human Face Recognition Systems. ICB 2009: 151-160 - [c7]Federico Sukno, Sri-Kaushik Pavani, Constantine Butakoff, Alejandro F. Frangi:
Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models. ICVS 2009: 33-42 - 2008
- [j3]Federico Sukno, Alejandro F. Frangi:
Reliability Estimation for Statistical Shape Models. IEEE Trans. Image Process. 17(12): 2442-2455 (2008) - [j2]Catalina Tobon-Gomez, Constantine Butakoff, S. Aguade, Federico Sukno, G. Moragas, Alejandro F. Frangi:
Automatic Construction of 3D-ASM Intensity Models by Simulating Image Acquisition: Application to Myocardial Gated SPECT Studies. IEEE Trans. Medical Imaging 27(11): 1655-1667 (2008) - [c6]Hui Sun, Brian B. Avants, Alejandro F. Frangi, Federico Sukno, James C. Gee, Paul A. Yushkevich:
Cardiac Medial Modeling and Time-Course Heart Wall Thickness Analysis. MICCAI (2) 2008: 766-773 - 2007
- [j1]Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi:
Active Shape Models with Invariant Optimal Features: Application to Facial Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 29(7): 1105-1117 (2007) - [c5]Federico Sukno, Alejandro F. Frangi:
Exploring Reliability for Automatic Identity Verification with Statistical Shape Models. AutoID 2007: 80-86 - [c4]Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi:
Bilinear Models for Spatio-Temporal Point Distribution Analysis: Application to Extrapolation of Whole Heart Cardiac Dynamics. ICCV 2007: 1-8 - 2006
- [c3]Daniel González-Jiménez, Federico Sukno, José Luis Alba-Castro, Alejandro F. Frangi:
Automatic Pose Correction for Local Feature-Based Face Authentication. AMDO 2006: 356-365 - 2005
- [c2]Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi:
Active Shape Models with Invariant Optimal Features (IOF-ASMs). AVBPA 2005: 365-375 - 2004
- [c1]Alfonso Ortega, Federico Sukno, Eduardo Lleida, Alejandro F. Frangi, Antonio Miguel, Luis Buera, Ernesto Zacur:
AV@CAR: A Spanish Multichannel Multimodal Corpus for In-Vehicle Automatic Audio-Visual Speech Recognition. LREC 2004
Coauthor Index
Alejandro F. Frangi
aka: Alejandro Frangi
aka: Alejandro Frangi
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