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Publications |
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Journal and International Conference papers |
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1.
A. Morales, G. Piella
and F.M. Sukno. Survey on 3D face
reconstruction from uncalibrated images. Computer
Science Review, in press, 2021. 2.
A. Alomar, A. Morales, K. Vellve, A.R. Porras, F. Crispi,
M.G. Linguraru, G. Piella
and F.M. Sukno. 3D Fetal Face
Reconstruction from Ultrasound Imaging. In Proc. 16th International Joint
Conference on Computer Vision, Imaging and Computer Graphics Theory and
Applications, Vol 4 VISAPP, pp. 615–624, 2021. 3.
D. Aspandi, F.M. Sukno,
B. Schuller and X. Binefa. An Enhanced Adversarial
Network with Combined Latent Features for Spatio-Temporal
Facial Affect Estimation in the Wild. In Proc. 16th International Joint
Conference on Computer Vision, Imaging and Computer Graphics Theory and
Applications, Vol 4 VISAPP, pp. 172–181, 2021. 4.
S. Katina, B.D. Kelly, M.A. Rojas, F.M. Sukno., A
McDermott, R.J. Hennessy, A. Lane, P.F. Whelan, A.W. Bowman and J.L.
Waddington Refining
the resolution of craniofacial dysmorphology in bipolar disorder as an index
of brain dysmorphogenesis. Psychiatry
Research: 113242, 2020. 5.
Morales, A.R. Porras, L. Tu, M. Linguraru, G. Piella and F.M. Sukno. Spectral
Correspondence Framework for Building a 3D Baby Face Model. In Proc. IEEE
International Conference on Automatic Face & Gesture Recognition, Buenos
Aires, Argentina, pp. 507–514, 2020. 6.
A. Fernandez-Lopez, A. Karaali,
N. Harte and F.M. Sukno. CoGANs
for unsupervised visual speech adaptation to new speakers. In Proc. 45th
IEEE International Conference on Acoustics, Speech, and Signal Processing,
Barcelona, Spain, pp. 6294-6298, 2020. 7. D. Derkach, A. Ruiz and F.M. Sukno. Tensor Decomposition and
Non-linear Manifold Modeling for 3D Head Pose Estimation. International
Journal of Computer Vision, 127(10): 1565–1585, 2019. 8.
A. Fernandez-Lopez and F.M. Sukno. Lip-Reading with
Limited-Data Network. In Proc. 27th European Signal Processing
Conference, A Coruña, Spain, 2019. 9.
D. Aspandi, O. Martinez,
F.M. Sukno and X. Binefa. Fully End to End Composite
Recurrent Convolution Network for Deformable Facial Tracking In The Wild. In Proc. IEEE International Conference on
Automatic Face & Gesture Recognition, Lille, France, 2019. 10. D. Aspandi, O. Martinez, F.M. Sukno and X. Binefa. Robust
Facial Alignment with Internal Denoising Auto-Encoder. In Proc. 16th
Conference on Computer & Robot Vision, Ontario, Canada, pp. 143–150,
2019. 11. L. Tu, A.R. Porras, M.C. A. Morales, D.A. Perez, G. Piella, F.M. Sukno
and M.G. Linguraru. Three-dimensional face
reconstruction from uncalibrated photographs: application to early detection
of genetic syndromes. In Proc. 8th MICCAI Clinical Image-based Procedures
Workshop, Shenzhen, China, pp. 182–189, 2019. 12. D. Derkach and F.M. Sukno. Automatic local shape
spectrum analysis for 3D facial expression recognition. Image and Vision Computing, 79: 86–98,
2018. 13. A.
Fernandez-Lopez and F.M. Sukno. Survey on Automatic
Lip-Reading in the Era of Deep Learning. Image
and Vision Computing, 78: 53–72, 2018. 14. D. Derkach, A. Ruiz and F.M. Sukno. 3D Head
Pose Estimation Using Tensor Decomposition and Non-linear Manifold Modeling. In
Proc. International Conference on 3DVision, Verona, Italy, pp. 505–513, 2018. 15. A. Morales,
G. Piella, O. Martinez and F.M. Sukno. A quantitative comparison of methods for 3D
face reconstruction from 2D images. In
Proc. IEEE International Conference on Automatic Face & Gesture Recognition, Xi’an, China, pp.
731–738, 2018. 16. G. Ruiz, R. Ramon, J. Garcia, F.M. Sukno and
M.A. González Ballester. Weighted regularized
statistical shape space projection for breast 3D model reconstruction. Medical Image Analysis, 47:
164–179, 2018. 17. L. Perez Mayos, F.M. Sukno and L. Wanner.
Improving
the quality of video-to-language models by an optimized annotation of the
training material.
In Proc. 24th
International Conference on Multimedia Modeling,
Bangkok, Thailand, pp. 279–290, 2018. 18. D. Derkach, A. Ruiz and F.M. Sukno. Head Pose
Estimation Based on 3-D Facial Landmarks Localization and Regression. – Winner of the
Head Pose Estimation Challenge – Proc.
12th IEEE International Conference on Automatic Face & Gesture
Recognition, Washington DC, pp. 820–827, USA, 2017. 19. D. Derkach and F.M. Sukno. Local shape
spectrum analysis for 3D facial expression recognition. In
Proc. 12th IEEE International Conference on
Automatic Face & Gesture
Recognition, Washington DC, USA, pp. 41–47, 2017. 20. A.
Fernandez-Lopez, O. Martinez and F.M. Sukno. Towards
estimating the upper bound of visual-speech recognition: The Visual
Lip-Reading Feasibility Database.
– The VLRF
Database is now Available
- In Proc. 12th IEEE International Conference on
Automatic Face & Gesture Recognition, Washington DC, USA, pp. 208–215,
2017. 21. A. Ruiz, O.
Martinez, X. Binefa and F.M. Sukno. Fusion of
Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling. In
Proc. 12th IEEE International Conference on
Automatic Face & Gesture Recognition, Washington DC, USA, pp. 331–338,
2017. 22. L. Wanner, E. André, J. Blat, S. Dasiopoulou,
M. Farrùs, T. Fraga, E. Kamateri,
F. Lingenfelser, G. Llorach,
O. Martínez, G. Meditskos, S. Mille, W. Minker, L. Pragst, D. Schiller,
A. Stam, L. Stellingwerff, F. Sukno, B. Vieru, S. Vrochidis. Kristina:
A knowledge-based virtual conversation agent. Procedia
Computer Science, 121: 920–926, 2017. 23. A.
Fernandez-Lopez and F.M. Sukno. Automatic
viseme vocabulary construction to enhance continuous lip-reading. In
Proc. 12th International Conference on Computer
Vision Theory and Applications, Porto, Portugal, Vol 5, pp. 52–63, 2017. 24. L. Wanner, E. André, J. Blat, S. Dasiopoulou,
M. Farrùs, T. Fraga, E. Kamateri,
F. Lingenfelser, G. Llorach,
O. Martínez, G. Meditskos, S. Mille, W. Minker, L. Pragst, D. Schiller,
A. Stam, L. Stellingwerff, F. Sukno, B. Vieru, S. Vrochidis. Design
of a Knowledge-Based Agent as a Social Companion. In Proc. 15th International Conference on Practical
Applications of Agents and Multi-Agent Systems, Porto,
Portugal, pp. 284–295, 2017. 25. S. Katina, K. McNeil, A. Ayoub, B. Guilfoyle, B. Khambay, P. Siebert, F.M. Sukno, M. Rojas, L. Vittert, J. Waddington, P.F. Whelan
and A.W. Bowman. The
definitions of three-dimensional landmarks on the human face: an
interdisciplinary view. Journal of Anatomy, 228(3): 355–365, 2016. 26. C. Butakoff, S. Balocco, F.M. Sukno, C. Hoogendoorn,
C. Tobon-Gomez, G. Avegliano
and A.F. Frangi. Left-ventricular
epi-and endocardium extraction from 3D ultrasound images using an
automatically constructed 3D ASM. Computer
Methods in Biomechanics and Biomedical Engineering: Imaging &
Visualization 4(5): 256–280, 2016. 27. L. Wanner, J. Blat, S. Dasiopoulou,
M. Domínguez, G. Llorach, S. Mille, F.M. Sukno, E. Kamateri, S. Vrochidis, I. Kompatsiaris, E. André, F. Lingenfelser,
G. Mehlmann, A. Stam, L. Stellingwerff,
B. Vieru, L. Lamel, W. Minker, L. Pragst and S. Ultes. Towards a Multimedia
Knowledge-Based Agent with Social Competence and Human Interaction
Capabilities. In Proc. 1st
International Workshop on Multimedia Analysis and Retrieval for Multimodal
Interaction, New York, U.S., pp. 21–26, 2016. 28. F.M. Sukno,
M. Domínguez, A. Ruiz, D. Schiller, F. Lingenfelser,
L. Pragst, E. Kamateri
and S. Vrochidis. A Multimodal Annotation Schema
for Non-Verbal Affective Analysis in the Health-Care Domain. In
Proc. 1st International Workshop on Multimedia Analysis
and Retrieval for Multimodal Interaction, New York, U.S., pp. 9–14,
2016. 29. G. Ruiz, E. Ramon, J. García, M.A. González Ballester, F.M. Sukno. Weighted
regularized ASM for face alignment.
In Proc. IEEE
International Conference on Image Processing, Phoenix, Arizona, U.S. pp.
2906-2910, 2016. 30. F.M. Sukno, J.L. Waddington and P.F. Whelan. 3D
Facial Landmark Localization with Asymmetry Patterns and Shape Regression
from Incomplete Local Features. IEEE
Transactions on Cybernetics, 45(9):
1717–1730, 2015. - Free
software implementation available 31. F.M. Sukno, M.A. Rojas, J.L. Waddington
and P.F. Whelan. On the
quantitative analysis of craniofacial asymmetry in 3D. In Proc. 11th IEEE
International Conference on Face & Gesture Recognition, Ljubljana,
Slovenia, 2015. 32. M.A. Rojas,
F.M. Sukno, J.L. Waddington and P.F. Whelan. Quantitative
comparison of hole filling methods for 3D object search. In Proc. Eurographics
Workshop on 3D Object Retrieval, Strasbourg, France, pp. 25-32, 2014. 33. L. Gahan,
F.M. Sukno and P.F. Whelan. Comparison
of geometric and texture based features for facial
landmark localization in 3D. In
Proc. Irish Machine Vision and Image Processing Conference,
Derry-Londonderry, Northern Ireland, pp. 21-27, 2014 34. C. Hoogendoorn, N. Duchateau, D. Sánchez-Quintana, T. Whitmarsh, F.M. Sukno,
M. De Craene, K. Lekadir
and A.F. Frangi. A
High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT. IEEE
Transactions on Medical Imaging 32(1): 28–44, 2013. 35. F.M. Sukno, J.L. Waddington and P.F. Whelan. Rotationally Invariant 3D Shape Contexts
Using Asymmetry Patterns. – Best Paper Award - In Proc. 8th International Conference on Computer Graphics
Theory and Applications, Barcelona, Spain, pp 7-17, 2013.
36. F.M. Sukno, J.L. Waddington and P.F. Whelan. Compensating
inaccurate annotations to train 3D facial landmark localization models.
In Proc. IEEE
International Conference and Workshops on Automatic Face & Gesture
Recognition (FG), Shanghai, China, 2013 37. D. Delgado-Gómez, H.
Blasco-Fontecilla, F.M. Sukno, M.S.
Ramos-Plasencia and E. Baca-Garcia. Suicide
attempters classification: Toward predictive models
of suicidal behavior. Neurocomputing, 92: 3–8, 2012. 38. K. Pavani, F.M. Sukno, D. Delgado-Gomez,
C. Butakoff, X. Planes and A.F. Frangi.
An
experimental evaluation of three classifiers for use in self-updating face recognition
systems. IEEE Transactions on Information Forensics and Security,
7(3): 932–943, 2012. 39. F.M. Sukno, J.L. Waddington and P.F. Whelan. 3D Facial
Landmark Localization Using Combinatorial Search and Shape Regression.
In Proc. ECCV Workshop
on Non-Rigid Shape Analysis and Deformable Image Alignment, Firenze, Italy. Lecture
Notes in Computer Science vol. 7583, pp 32-41, 2012. 40. C. Tobon-Gomez, F.M.
Sukno, C. Butakoff, M. Huguet
and
A.F. Frangi. Automatic training and
reliability estimation for 3D ASM applied to cardiac MRI segmentation. Physics
in Medicine and Biology, 57(13): 4155–4174, 2012. 41. J.J. Cerrolaza, A.
Villanueva, F.M. Sukno, C. Butakoff, A.F. Frangi and R. Cabeza. Full
Multiresolution Active Shape Models. Journal of Mathematical
Imaging and Vision, 44(3): 463–479, 2012. 42. F.M. Sukno, J.L. Waddington and P.F. Whelan.
Comparing 3D Descriptors for Local Search of Craniofacial Landmarks. In Proc. Int. Symp. on Vision Computing, Rethymnon,
Crete, Greece. Lecture Notes in Computer Science vol. 7432,
pp 92-103, 2012. 43. C. Tobón-Gómez,, F.M. Sukno, B.H. Bijnens,
M. Huguet and A.F. Frangi.
Realistic
Simulation on Cardiac Magnetic Resonance Studies Modeling Anatomical
Variability, Trabeculae and Papilary Muscles. Magnetic
Resonance in Medicine, 65(1): 280–288, 2011. 44. C. Hoogendoorn,
A. Pashaei, R. Sebastian, F.M. Sukno, O. Camara and
A.F. Frangi. Sensitivity
Analysis of Mesh Warping and Subsampling Strategies for Generating Large
Scale Electrophysiological Simulation Data. In Proc. Functional Imaging and Modeling of the Heart, New York, USA. Lecture Notes in
Computer Science vol. 6666,
pp 418-426, 2011. 45. C. Butakoff,
F.M. Sukno, A. Doltra, E. Silva, M. Sitges and A.F. Frangi. Order
Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms.
In Proc. Functional Imaging and Modeling
of the Heart, New
York, USA. Lecture Notes in Computer Science vol. 6666, pp 359-366, 2011. 46. F.M. Sukno, T.A. Choudhury, J.L.
Waddington and P.F. Whelan. A quantitative
assessment of 3D facial key point localization fitting 2D shape models to
curvature information. In Proc. Irish Machine
Vision and Image Processing Conference,
Dublin, Ireland, pp 28-33, 2011. 47. F.M. Sukno, J.J. Guerrero and A.F. Frangi. Projective
Active Shape Models for Pose Variant Image Analysis of Quasi-Planar Objects:
Application to Facial Analysis. Pattern Recognition, 43(3):
835–849, 2010. 48. J. Ortega-Garcia, J. Fierrez,
F. Alonso-Fernandez, J. Galbally, M.R. Freire, J.
Gonzalez-Rodriguez, C. Garcia-Mateo, J-L Alba-Castro, E. Gonzalez-Agulla, E. Otero-Muras, S.
Garcia-Salicett, L. Allano,
B. Ly-Van, B. Dorizzi, J. Kittler,
T. Bourlai, N. Poh, F. Deravi, M.W.R. Ng, M. Fairhurst, J. Hennebert,
A. Humm, M. Tistarelli, L Brodo,
J. Richiardi, A. Drygajlo,
H. Ganster, F.M. Sukno, S-K. Pavani, A.F. Frangi, L. Akarun and A. Savran. The Multi-Scenario Multi-Environment BioSecure Multimodal Database (BMDB). IEEE
Transactions on Pattern Analysis and Machine Intelligence, 32(6):
1097–1111, 2010. 49. D. Delgado-Gómez, F.M. Sukno,
D. Aguado, C. Santacruz and A. Artés-Rodriguez. Individual
Identification Using Personality Traits. Journal of Network and
Computer Applications, 33(3): 293–299, 2010. 50. R. Sebastian, V. Zimmerman, F.M. Sukno,
B.H. Bijnens and A.F. Frangi.
Cardiac
Modelling for Pathophysiology Research and Clinical Applications. The Need
for an Automated Pipeline. In Proc.
World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, vol 25/4, pp 2207-2210, 2010. 51. C. Hoogendoorn,
T. Whitmarsh, N. Ducheteau, F.M. Sukno, M. De Craene and A.F. Frangi. A
groupwise mutual information metric for cost efficient selection of a
suitable reference in cardiac computational atlas construction. In Proc. SPIE Symp. on Medical Imaging, San Diego, USA, vol 7623, pp 76231R-76231R-9, 2010. 52. F.M. Sukno, C. Butakoff,
B.H. Bijnens and A.F. Frangi.
Sparse
active shape models: influence of the interpolation kernel on segmentation
accuracy and speed. In Proc.
SPIE Symposium on Medical Imaging,
San Diego, USA, vol 7623, pp
76234X-76234X-8, 2010. 53. R.M. Figueras
i Ventura, C. Hoogendoorn,
F.M. Sukno and A.F. Frangi. Bilinear point
distribution models for heart motion analysis. In Proc.
International Symposium on Biomedical Imaging: from nano to macro, Rotterdam, The Netherlands, pp 476-479, 2010. 54. H. Sun, A.F. Frangi,
H. Wang, F.M. Sukno, C. Tobón-Gomez and P.A. Yushkevich. Automatic
Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model.
In Proc. Medical Image Computing and
Computer-Assisted Intervention, Beijing, China, Lecture Notes in Computer Science vol. 6361, pp. 468-75, 2010. 55. C. Tobon-Gomez,
F.M. Sukno, C. Butakoff, M. Huguet and A.F. Frangi. Simulation
of Late Gadolinium Enhancement Cardiac Magnetic Resonance Studies. In 32nd
International Conference of the IEEE Engineering in Medicine and Biology
Society, Buenos Aires,
Argentina, pp. 1469-72. 2010. 56. M. De Craene,
F.M. Sukno, C. Tobon-Gomez, C. Butakoff,
R.M. Figueras i Ventura,
C. Hoogendoorn, G. Piella,
N. Ducheteau, E. Muñoz-Moreno, R. Sebastian, O.
Camara and A.F. Frangi. Atlas
Construction and Image Analysis Using Statistical Cardiac Models. In MICCAI Workshop on Statistical Atlases and
Comput. Models of the Heart, Beijing, China, Lecture Notes in Computer Science vol. 6364, pp 1-13, 2010. 57. C. Hoogendoorn,
A. Pashaei, R. Sebastian, F.M. Sukno, O. Camara and
A.F. Frangi. Influence
of Geometric Variations on LV Activation Times: A Study on an Atlas-Based
Virtual Population. In MICCAI
Workshop on Statistical Atlases and Comput. Models
of the Heart, Beijing, China, Lecture
Notes in Computer Science vol. 6364, pp 242-251, 2010 58. C. Hoogendoorn, F.M.
Sukno, S. Ordas and A.F. Frangi.
Bilinear
Models for Spatiotemporal Point Distribution Analysis: Application to
Extrapolation of Left Ventricular, Biventricular and Whole Heart Cardiac
Dynamics. International Journal of Computer Vision,
85(3):237–252, 2009. 59. D. Delgado-Gómez, J. Fagertun,
B. Ersbøll, F.M. Sukno and A.F. Frangi. Similarity-based
Fisherfaces. Pattern Recognition Letters,
30(12):1110–1116, 2009. 60. S.-K. Pafani,
F.M. Sukno, C. Butakoff and A.F. Frangi.
A
Confidence-Based Update Rule for Self-updating Human Face Recognition Systems.
In Proc. 3rd International
Conference on Advances in Biometrics,
Alghero, Italy. Lecture Notes in Computer Science vol. 5558, pp 151-160, 2009. 61. C. Tobón-Gómez,
B.H. Bijnens, M. Huguet,
F.M. Sukno, G. Moragas and A.F. Frangi.
Systolic
and Diastolic Assessment by 3D-ASM Segmentation of gated-SPECT Studies: A
Comparison with MRI. In Proc.
SPIE Symposium on Medical Imaging,
San Diego, USA, vol. 7262, pp
726227-726227-8, 2009. 62. F.M. Sukno, S.-K. Pavani, C. Butakoff and A.F. Frangi. Automatic
Assessment of Eye Blinking Patterns through Statistical Shape Models. In Proc.
International Conference on Computer Vision Systems, Liege, Belgium. Lecture
Notes in Computer Science vol. 5815,
pp 33-42, 2009. 63. C. Tobón-Gómez,
F.M. Sukno, B.H. Bijnens, M. Huguet
and A.F. Frangi. Realistic Simulation of Local
Image Appearance of Cardiac Magnetic Resonance Imaging Using a Virtual
Phantom Population. In MICCAI
Workshop on Cardiovasc. Interventional Imaging and Biophysical Modelling, London, UK, pp 132-140, 2009. 64. F.M. Sukno and A.F. Frangi.
Reliability
Estimation for Statistical Shape Models. IEEE Transactions on Image
Processing, 17(12):2442–2455,
2008. 65. C. Tobón-Gómez, C. Butakoff, S. Aguade, F.M.
Sukno, G. Moragas and A.F. Frangi. Automatic
Construction of 3D-ASM Intensity Models by Simulating Image Acquisition:
Application to Myocardial Gated SPECT Studies. IEEE Transactions on
Medical Imaging, 27(11):1655–1667,
2008. 66. H. Sun, B.B. Avants,
A.F. Frangi, F.M. Sukno, J.C. Gee and P.A. Yushkevich.
Cardiac
Medial Modeling and Time-Course Heart Wall Thickness Analysis. In Proc. Medical Image Computing and Computer-Assisted
Intervention, New York, USA.
Lecture Notes in Computer Science vol. 5242,
pp 766-773, 2008. 67. F.M. Sukno, S. Ordas,
C. Butakoff, S. Cruz, and A.F. Frangi.
Active
shape models with invariant optimal features: Application to facial analysis.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
29(7):1105–1117, 2007. 68. C. Hoogendoorn, F.M. Sukno, S. Ordas and A.F. Frangi.
Bilinear
models for spatiotemporal point distribution analysis: Application to
extrapolation of whole heart cardiac dynamics. In Int. Workshop
on Mathematical Models in Biomedical image Analysis, Rio de Janeiro, Brasil, 2007. 69. F.M. Sukno and A.F. Frangi.
Exploring
reliability for automatic identity verification with statistical
shape models.
In Proc. IEEE Workshop
on Automatic Id. Advanced Technologies, Alghero, Italy, pp 80-86, 2007. 70. D.
González-Jiménez, F.M. Sukno, J.L. Alba-Castro and A.F. Frangi.
Automatic pose
correction for local feature-based face authentication. In Proc.
4th Workshop on Motion of Non-Rigid and Articulated Objects, Mallorca, Spain.
Lecture Notes in Computer Science vol. 4069,
pp 356-365, 2006. 71. F.M. Sukno, J.J. Guerrero and A.F. Frangi. Homographic
active shape models for view-independent facial analysis.
In Proc. SPIE Biometric
Technologies for Human Id. Orlando, FL, USA,
vol. 5779, pp 152-163, 2005. 72. F.M. Sukno, S. Ordas, C.
Butakoff, S. Cruz, and A.F. Frangi.
Active
shape models with invariant optimal features (IOF-ASMs). In Proc.
5th Int. Conf. on Audio- and Video-Based Biometric Person Authentication, New
York, NY, USA. Lecture Notes in Computer Science vol. 3546, pp 365-375, 2005. 73. A. Ortega, F.M. Sukno, E.
Lleida, A.F. Frangi, A. Miguel, L. Buera, and E. Zacur. AV@CAR:
A Spanish multichannel multimodal corpus for in-vehicle automatic audiovisual
speech recognition.
In Proc. 4th Int. Conf.
on Language Resources and Evaluation, Lisbon, Portugal, vol. 3, pp 763-767. (Database freely available at: http://fsukno.atspace.eu/Data.htm),
2004. |
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Book chapters and other publications |
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