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Journal and International Conference papers

1.    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 - In FG 2017 Workshop on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, Washington DC, USA, in press, 2017. Preprint

2.    D. Derkach and F.M. Sukno. Local shape spectrum analysis for 3D facial expression recognition. In Proc. 12th IEEE Conference on Automatic Face and Gesture Recognition, Washington DC, USA, in press, 2017. Preprint

3.    A. Fernandez-Lopez, O. Martinez and F.M. Sukno. Towards estimating the upper bound of visual-speech recognition: The Visual Lip-Reading Feasibility Database. In Proc. 12th IEEE Conference on Automatic Face and Gesture Recognition, Washington DC, USA, in press, 2017. Preprint

4.    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 Conference on Automatic Face and Gesture Recognition, Washington DC, USA, in press, 2017. Preprint

5.    A. Fernandez-Lopez and F.M. Sukno. Automatic viseme vocabulary construction to enhance continuous lip-reading. In Proc. 12th Intenrnational Conference on Computer Vision Theory and Applications, Porto, Portugal, Vol 5, pp. 52–63, 2017.

6.    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.

7.    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.

8.    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.    

9.    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.    

10.  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.    

11.  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): 17171730, 2015. - Free software implementation available

12.  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 and Gesture Recognition, Ljubljana, Slovenia, 2015.

13.  F.M. Sukno, J.L. Waddington and P.F. Whelan, Asymmetry Patterns Shape Contexts to Describe the 3D Geometry of Craniofacial Landmarks. In Computer Vision, Imaging and Computer Graphics -- Theory and Applications. Communications in Computer and Information Science, Volume 458, 2014.

14.  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.    

15.  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

16.  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): 2844, 2013.

17.  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.    

18.   F.M. Sukno, J.L. Waddington and P.F. Whelan. Compensating inaccurate annotations to train 3D facial landmark localization models. In Proc. Workshop on 3D Face Biometrics, Shanghai, China, 2013

19.  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: 38, 2012.

20.  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): 932943, 2012.

21.  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.

22.  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): 41554174, 2012.

23.  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.

24.  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.    

25.  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): 280288, 2011.

26.  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.

27.  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. 

28.  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.

29.  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): 835849, 2010.

30.  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): 10971111, 2010.

31.  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): 293299, 2010.

32.  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.

33.  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.

34.  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.

35.  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.

36.  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.

37.  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.

38.  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.

39.  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

40.  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):237252, 2009.

41.  D. Delgado-Gómez, J. Fagertun, B. Ersbøll, F.M. Sukno and A.F. Frangi. Similarity-based Fisherfaces. Pattern Recognition Letters, 30(12):11101116, 2009.

42.  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.

43.  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.

44.  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.

45.  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.

46.  F.M. Sukno and A.F. Frangi. Reliability Estimation for Statistical Shape Models. IEEE Transactions on Image Processing, 17(12):24422455, 2008.

47.  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):16551667, 2008.

48.  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.

49.  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):11051117, 2007.

50.  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.

51.  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.

52.  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.

53.  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.

54.  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.

55.  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.

 

Other

56.  A. Fernandez-Lopez and F.M. Sukno, Lip-reading under optimal conditions to estimate the upper bound of visual speech recognition, Workshop on Audiovisual Speech Processing and Language Learning, Barcelona, Spain, 2016.

57.  F.M. Sukno, J.L. Waddington and Paul F. Whelan, Live 3D facial scanning and landmark detection using Shape Regression with Incomplete Local Features, 10th IEEE International Conference on Face and Gesture Recognition, Shanghai, China, 2013 (Full demo description - PDFLaser scanning and landmark detection video - AVIStereo acquisition and landmark detection videoSRILF Demo video)

58.  F.M. Sukno Federico M. Sukno, John L. Waddington and Paul F. Whelan, Craniofacial Landmark Localization with Asymmetry Patterns Shape Contexts, BioPIC 2013 BioPhotonics and Imaging Conference, Dublin, Ireland, 2013.

59.  O Camara, C Riccobene, D Romero, R Sebastian, F Sukno, C Butakoff, Mathieu De Craene, P Omedas, Alejandro Frangi, J Velut, C Philipot, Christine Toumoulin, B Rodríguez, P Lamata, S Duckett, Reza Razavi, A Groth, Jürgen Weese, O Ecabert. Integrative Software Framework for a Better Understanding, Patient Selection and Planning of Cardiac Resynchronization Therapy Patients. VPH Industry Meeting 2010.

60.  F.M. Sukno. Invariance and Reliability in Statistical Shape Models, PhD Thesis, Zaragoza University, Zaragoza, Spain, 2008.

61.  A. Ortega, F.M. Sukno, E. Lleida, A.F. Frangi, A. Miguel, L. Buera and E. Zakur. Base de Datos Audiovisual y Multicanal en Castellano para Reconocimiento Automático del Habla Multimodal en el Automóvil. III Jornadas de Tecnología del Habla, Valencia, Spain, 2004.