Publications

 

 

Book editions:

“Functional Imaging and Modeling of the Heart”, Eds. A. Frangi, P. Radeva, A. Santos and M. Hernandez, Springer Verlag, Berlin, LNCS-3504, ISSN 0302-9743, 2005.

“Recent Advances in Artificial Intelligence Research and Development”, Eds. J. Vitrià, P. Radeva and I. Aguiló, IOS Press, Amsterdam, ISSN 0922-6389, 2004.

“Artificial Intelligence Research and Development”, Volume 131, Frontiers in Artificial Intelligence and Applications, Edited by: B. López, J. Meléndez, P. Radeva and J.Vitrià, IOS Press, ISBN: 1 58603 560 6, 2005.

“Pattern Recognition: Progress, Directions and Applications”, F. Pla, P. Radeva and J. Vitrià, Computer Vision Center, ISBN 84-933652-6-2, 2006.

Journals:

1.        Francesco Ciompi, Oriol Pujol, Carlo Gatta, Oriol Rodrı´guez-Leor, Josepa Mauri-Ferre, Petia Radeva, “Fusing in-vitro and in-vivo intravascular ultrasound data for plaque characterization”, Int J Cardiovasc Imaging,  DOI 10.1007/s10554-009-9543-1.

2.        Vilariño, F; Spyridonos, P; DeIorio, F; Vitria, J; Azpiroz, F; Radeva, P; “Intestinal Motility Assessment With Video Capsule Endoscopy: Automatic Annotation of Phasic Intestinal Contractions“, Medical Imaging, IEEE Transactions on : Accepted for future publication,  Forthcoming,  2009 Page(s):1 - 1

3.        Rotger, D; Radeva, P; Bruining, N; “Automatic Detection of Bioabsorbable Coronary Stents in IVUS Images using a Cascade of Classifiers“, Information Technology in Biomedicine, IEEE Transactions on : Accepted for future publication
Volume PP,  Forthcoming,  2009 Page(s):1 - 1

4.       Sergio Escalera, Oriol Pujol, Petia Radeva, “Traffic sign recognition system with β-correction“, Machine Vision Application, Volume 21, Number 2 / febrer de 2010, Page(s): 99-111.

5.       Escalera, Sergio; Pujol, Oriol; Radeva, Petia; “On the Decoding Process in Ternary Error-Correcting Output Codes“, Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume 32,  Issue 1,  Jan. 2010 Page(s):120 - 134.

6.       Gatta, C.; Pujol, O.; Leor, O.R.; Ferre, J.M.; Radeva, P.; “Fast Rigid Registration of Vascular Structures in IVUS Sequences “, Information Technology in Biomedicine, IEEE Transactions on Volume 13,  Issue 6,  Nov. 2009 Page(s):1006 – 1011.

7.       Baro, X.; Escalera, S.; Vitria, J.; Pujol, O.; Radeva, P.; “Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification”, Intelligent Transportation Systems, IEEE Transactions on Volume 10,  Issue 1,  March 2009 Page(s):113 - 126

8.       Hernandez-Sabate, A.; Gil, D.; Fernandez-Nofrerias, E.; Radeva, P.; Marti, E.; “Approaching Artery Rigid Dynamics in IVUS”, Medical Imaging, IEEE Transactions on Volume 28,  Issue 11,  Nov. 2009 Page(s):1670 – 1680.

9.       Sergio Escalera, Alicia Fornés, Oriol Pujol, Petia Radeva, Gemma Sánchez, Josep Lladós: “Blurred Shape Model for binary and grey-level symbol recognition”. Pattern Recognition Letters 30(15): 1424-1433 (2009).

10.    Sergio Escalera, Oriol Pujol, Petia Radeva: “Separability of ternary codes for sparse designs of error-correcting output codes”. Pattern Recognition Letters 30(3): 285-297 (2009).

11.    Carolina Malagelada, Fosca De Iorio, Fernando Azpiroz, Anna Accarino, Santi Segui, Petia Radeva, Juan–R. Malagelada, “New Insight Into Intestinal Motor Function via Noninvasive Endoluminal Image Analysis”, Gastroenterology, Volume 135, Issue 4, October 2008, Pages 1155-1162.

12.    Sergio Escalera, Oriol Pujol, Josepa Mauri, Petia Radeva, “Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes”, Journal of Signal Processing Systems, 55(1-3): 35-47 (2009).

13.    Sergio Escalera, Oriol Pujol, Petia Radeva: Separability of ternary codes for sparse designs of error-correcting output codes. Pattern Recognition Letters 30(3): 285-297 (2009).

14.    Misael Rosales, Petia Radeva, Oriol Rodriguez-Leor  and Debora Gil, “Modelling of Image-Catheter Motion for 3-D IVUS“, Medical Image Analysis 13 (2009) 91–104.

15.    Filiberto Pla, Petia Radeva, Jordi Vitrià: Non-parametric distance-based classification techniques and their applications. Pattern Anal. Appl. 11(3-4): 223-225 (2008).

16.    Sergio Escalera, Oriol Pujol and Petia Radeva, "Detection of Complex Salient Regions," EURASIP Journal on Advances in Signal Processing, vol. 2008, 11 pages, 2008.

17.    Escalera, Sergio; Tax, David M.J.; Pujol, Oriol; Radeva, Petia; Duin, Robert P.W.; “Subclass Problem-Dependent Design for Error-Correcting Output Codes”, Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume 30, Issue 6, June 2008 Page(s):1041 – 1054.

18.    Jie Yu; Amores, J.; Sebe, N.; Radeva, P.; Qi Tian; “Distance Learning for Similarity Estimation”, Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume 30,  Issue 3,  March 2008 Page(s):451 - 462.

19.    D Gil, O Rodriguez-Leor, P Radeva, J Mauri, “Myocardial perfusion characterization from contrast angiography spectral distribution”, IEEE Trans Med Imaging. 2008 May; 27 (5):641-9.

20.    S. Tanimoto, N. Bruining, D. Rotger, P. Radeva, J. Ligthart, R.T. van Domburg, P.W. Serruys, “Late Stent Recoil of the Bioabsorbable Everolimus Eluting Coronary Stent and its Relationship with Stent Struts Distribution and Plaque Morphology”, Journal of the American College of Cardiology (JACC), vol. 52(20):1616-1620, Novembre 2008.

21.    O. Pujol, S. Escalera and P. Radeva, “An incremental node embedding technique for error correcting output codes”, Pattern Recognition, Volume 41, Issue 2, February 2008, Pages 713-725.

22.    S. Escalera, O. Pujol and P. Radeva, “Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes”, Pattern Recognition Letters, Volume 28, Issue 13, 1 October 2007, Pages 1759-1768.

23.    J. Amores, N. Sebe and P.Radeva, Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 29,  Issue 10,  Oct. 2007 Page(s):1818 - 1833, (ISI 3,81).

24.    J. Vitrià, M. Bressan and P. Radeva, “Bayesian classification of cork stoppers using class-conditional independent component analysis”, IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(1): 32-38 (2007) (ISI 0,482).

25.    O. Pujol, P. Radeva, J. Vitrià, Discriminant ECOC: A heuristic method for application dependent design of Error Correcting Output Codes, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28 (6) pp: 1001-1007, June, 2006, (ISI 3,81).

26.    D. Gil, A. Hernandez, O. Rodriguez, J. Mauri and P. Radeva, “Statistical Strategy for Anisotropic Adventitia Modelling in IVUS”, IEEE Transactions on Medical Imaging, VOL. 25, NO. 6, JUNE 2006, (ISI 3,755).

27.    D. Gil, P. Radeva, “Inhibition of False LandMarks”, Pattern Recognition Letters, Volume 27, Issue 9, 1 July 2006, Pages 1022-1030,  (ISI 0,576).

28.    J. Amores, N. Sebe, P. Radeva, “Boosting the distance estimation. Application to the K-Nearest Neighbour Classifier”, Pattern Recognition Letters, Volume 27, Issue 3, February 2006, Pages 201-209, (ISI 0,576).

29.    F. Vilariño,  L. Kuncheva, P. Radeva, “ROC curves and Video Analysis Optimization in Intestinal Capsule Endoscopy”, Pattern Recognition Letters, Volume 27, Issue 8, June 2006, Pages 875-881, (ISI 0,576).

30.    D. Gil and P. Radeva, “Extending Anisotropic Operators to Recover Smooth Shapes”, Computer Vision and Image Understanding, Volume 99, Issue 1, July 2005, pp.110-125, (ISI 1,894).

31.    O. Pujol, D. Gil, P. Radeva, “Fundamentals of STOP and Go Active Models”, Image and Vision Computing, Volume 23, Issue 8, 1 August 2005, Pages 681-691, (ISI 1,159).

32.    J. Amores and P. Radeva, “Registration and Retrieval of Highly Elastic Bodies using Contextual Information”, Pattern Recognition Letters, Volume 26, Issue 11, August 2005, Pages 1720-1731, (ISI 0,576).

33.    D. Gil, P. Radeva, “Shape Restoration via a Regularized Curvature Flow”, Journal of Mathematical Imaging and Vision, Volume 21, pp.205-223, 2004, (ISI 0,887).

34.    J. Amores, P. Radeva, “Retrieval of IVUS Images Using Contextual Information and Elastic Matching”, International Journal on Intelligent Systems, Vol.20, No.5, May, 2005, pp.541-560, (ISI 0,603).

35.    D. Gil, P. Radeva, “A Regularized curvature flow designed for a Selective Shape Restoration”, IEEE Transactions on Image Processing, Volume 13, Number 11, November, 2004, pp.1444-1458, (ISI 2,642).

36.    C. Cañero and P. Radeva. "Vesselness Enhancement Diffusion", Pattern Recognition Letters, Pages 3141-3151, Volume 24, Issue 16, (December) 2003. pp.61-65, (ISI 0,809).

37.    X. Pardo, P. Radeva, D. Cabello, "Discriminant snakes for 3D reconstruction of anatomical organs", Medical Image Analysis, Volume 7, Issue 3, September 2003, Pages 293-310, (ISI 4,442).

38.    C. Cañero, F. Vilariño, J. Mauri and P. Radeva. “Predictive (un)distortion model and 3D Reconstruction by Biplane Snakes”, IEEE Transactions on Medical Imaging, Volume: 21, Issue: 9, Sept. 2002, Pages: 1188 -1201, (ISI 3,755).

39.    X. Binefa, J. M. Sánchez, P. Radeva, J. Vitrià, “Linking Visual Cues and Semantic Terms Under Specific Digital Video Domains”, Journal of Visual Languages and Computing, 11(3):253-271, 2000, (ISI 0,536).

40.    Amini, Y. Chen, M. Elayyadi, P. Radeva, "Tag Surface Reconstruction and Tracking of Myocardial Beads from SPAMM-MRI with Parametric B-Spline Surfaces", IEEE Transactions on Medical Imaging, Volume: 20 Issue: 2, Feb 2001, Pages: 94 -103, (ISI 3,142).

41.    P. Radeva, A. Amini and J. Huang “Deformable B-Solids and Implicit Snakes for 3D Localization and Tracking of SPAMM MRI Data”, International Journal on Computer Vision and Image Understanding, Vol. 66, No. 2, May, pp. 163-178, 1997, (ISI 0,513). 

 

42.   Carolina Malagelada, Fosca de Lorio, Fernando Azpiroz, Anna Accarino, Santi Segui, Petia Radeva and Juan-R. Malagelada, New Insight Into Intestinal Motor Function via Noninvasive Endoluminal Image Analysis, Gastroenterology, 2008; 135(3):1155–1162.

43.   O. Rodriguez Leor, C. Gatta, E. Fernandez Nofrerias, O. Pujol, N. Salvatella, C. Bosch, H. Tizon, P. Radeva, J. Mauri, “Computationally efficient image-based IVUS pullbacks gating”, European Heart Journal Suppl., ESC Munich, 2008, p. 775, ISI: 1.619,

44.   De Loria F, Spyridonos P, Azpiroz F, et al., New insight into intestinal motor activity: Correlation of endoluminal image analysis and displacement, GASTROENTEROLOGY 128 (4): A24-A24 Suppl. 2 APR 2005 (ISI 12.386).

45.   Leor OR, Pujol O, Mauri J, et al. Automatic segmentation and characterization of IVUS images by image texture analysis, EUROPEAN HEART JOURNAL 25: 333-333 Suppl. S AUG-SEP 2004.

46.   Leor OR, Rotger D, Mauri J, et al. ActiveVessel workstation: three-dimensional reconstruction of coronary arteries by fusion of angiography and intravascular ultrasound EUROPEAN HEART JOURNAL 25: 550-550 Suppl. S AUG-SEP, 2004.

47.   Leor OR, Fernandez-Nofrerias E, Mauri J, et al. Empirical simulation model of intravascular ultrasound EUROPEAN HEART JOURNAL 24: 114-114 Suppl. S AUG-SEP 2003 (ISI 1,293).

48.   Leor OR, Fernandez-Nofrerias E, Mauri J, et al. An empiric model for three-dimensional reconstruction of coronary vessels from X-ray angiography EUROPEAN HEART JOURNAL 24: 114-114 Suppl. S AUG-SEP 2003 (ISI 1,293)

49.   Leor OR, Mauri J, Fernandez-Nofrerias E, et al. Coronary arteries three-dimensional quantification using intravascular ultrasound and angiography, EUROPEAN HEART JOURNAL 24: 605-605 Suppl. S AUG-SEP 2003 (ISI 1,293).

50.   Leor OR, Nofrerias EF, Mauri J, et al. Intravascular ultrasound segmentation using local binary patterns, EUROPEAN HEART JOURNAL 24: 606-606 Suppl. S AUG-SEP 2003 (ISI 1,293).

51.   Mauri J, Esplugas E, del Blanco BG, et al., 3-D stent and vessel reconstruction from IVUS: a physics-based approach , EUROPEAN HEART JOURNAL 21: P2776 Suppl. S AUG-SEP 2000 (ISI 1,293).

 

 

Guest editor of special journal issues:

Special issue on: “Functional Imaging and Modelling of the Heart”, Medical Image Analysis 10 (2006) 612–614.

 

Special issue on: “Non-parametric Distance-based Classification Techniques and their Applications”, Pattern Analysis and Applications, under revision.

 

Invited chapters:

 J. Amores, P. Radeva, “Medical Image Retrieval Based on Plaque Appearance”, in  Plaque Imaging Book, IFMBE press, ed. J. Suri et.al..    

P. Radeva, "On the Role of Intravascular Ultrasound Image Analysis", Chapter in Angiography and Plaque Imaging: Advanced Segmentation Techniques, Editorial: CRC, Boca Raton, FL, USA, 2003, ISBN: 0849317401, pp.397-450.

J. Suri, S. Singh, S. Laxminarayan, R. Cesar, H. Jelinek, P. Radeva, B. Roysam, Ch. Stewart, K. Frizche, J. Williams, H. Tek, "A Note on Future Research in Vascular and Plaque Segmentation", Chapter in Angiography and Plaque Imaging: Advanced Segmentation Techniques, Editorial: CRC, Boca Raton, FL, USA, 2003, ISBN: 0849317401, pp.501-522.

 M. Rosales, P. Radeva, “A Basic Model for IVUS Image Generation”, in Hand Book of Medical Image Analysis: Advanced Segmentation and Registration Models, Marcel Dekker Inc., ed. J. Suri, D. Wilson, S. Laxminarayan, (to appear).

 O. Pujol, P. Radeva, “Supervised texture classification for intravascular tissue characterization”, in Hand Book of Medical Image Analysis: Advanced Segmentation and Registration Models, Marcel Dekker Inc., ed. J. Suri, D. Wilson, S. Laxminarayan, (to appear).

 O. Pujol, P. Radeva, “On the assessment of texture feature descriptors in intravascular ultrasound images: A boosting approach to a feasible plaque classification”, in  Plaque Imaging Book, IFMBE press, ed. J. Suri et.al.

 P. Radeva, A. Solé, A. Lopez and J. Serrat, Detecting Nets of Linear Structures in Satellite Images, MAVIRIC'98 Machine Vision and Advanced Image Processing in Remote Sensing, Springer-Verlag, 1999, pp. 304-316, I. Kananellopoulos, G.G. Wilkinson and T. Moons eds.

 

Book chapters, talks and Proceedings  articles:

2009:


Escalera, S.; Martinez, R.M.; Vitria, J.; Radeva, P.; Anguera, M.T.; “Dominance detection in face-to-face conversations“, Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on 20-25 June 2009 Page(s):97 – 102.


Baro, X.; Escalera, S.; Radeva, P.; Vitria, J.; “Visual content layer for scalable object recognition in urban image databases“, Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on June 28 2009-July 3 2009 Page(s):1616 – 1619.

 

Escalera, S.; Puertas, E.; Radeva, P.; Pujol, O.; “Multi-modal laughter recognition in video conversations“, Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on
20-25 June 2009 Page(s):110 – 115.

Mehdi Mirza-Mohammadi, Sergio Escalera, Petia Radeva: Contextual-Guided Bag-of-Visual-Words Model for Multi-class Object Categorization. CAIP 2009: 748-756.

Maria Salamó, Sergio Escalera, Petia Radeva: Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender. ICCBR 2009: 298-312.

Sergio Escalera, Alicia Fornés, Oriol Pujol, Petia Radeva: Multi-class Binary Symbol Classification with Circular Blurred Shape Models. ICIAP 2009: 1005-1014.

Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva: Enhancing In-Vitro IVUS Data for Tissue Characterization. IbPRIA 2009: 241-248.

Carlo Gatta, Juan Diego Gomez Valencia, Francesco Ciompi, Oriol Rodriguez-Leor, Petia Radeva: Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography. IbPRIA 2009: 249-256.

Pierluigi Casale, Oriol Pujol, Petia Radeva: Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device. IbPRIA 2009: 56-63.

Sergio Escalera, Oriol Pujol, Petia Radeva: Recoding Error-Correcting Output Codes. MCS 2009: 11-21.

Francesco Ciompi, Oriol Pujol, Eduard Fernández-Nofrerías, Josepa Mauri, Petia Radeva: ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences. MICCAI (1) 2009: 869-876.

Sergio Escalera, Alicia Fornés, Oriol Pujol, Alberto Escudero, and Petia Radeva, Circular Blurred Shape Model for Symbol Spotting in Documents, IEEE International Conference on Image Processing, pp. 2005-2008, 2009.

Carlo Gatta, Petia Radeva, “Bilateral Enhancers”, IEEE International Conference on Image Processing, pp. 3161-3165, 2009.

Francesco Ciompi, Oriol Pujol, O. Rodríguez-Leor, Ángel Serrano Vida, J. Mauri, Petia Radeva, “On in-vitro and in-vivo IVUS data fusion “, Proceedings of the 12th International Conference on Artificial Intelligence Research and Development. CCIA 2009, Cardona (Spain); ISBN 978-1-60750-061-2.

X. Baró, S. Escalera, P. Radeva and J. Vitrià, Generic Object Recognition in Urban Image Databases, Proceedings of the 12th International Conference on Artificial Intelligence Research and Development. CCIA 2009, Cardona (Spain); ISBN 978-1-60750-061-2.


S. Escalera, X. Baró, J. Vitrià and P. Radeva, Text Detection in Urban Scenes, Proceedings of the 12th International Conference on Artificial Intelligence Research and Development. CCIA 2009, Cardona (Spain); ISBN 978-1-60750-061-2.


S. Escalera, O. Pujol, P. Radeva and J. Vitrià, Measuring Interest of Human Dyadic Interactions, Proceedings of the 12th International Conference on Artificial Intelligence Research and Development. CCIA 2009, Cardona (Spain); ISBN 978-1-60750-061-2.

P. Casale, O. Pujol, P. Radeva and J. Vitrià. A First Approach to Activity Recognition Using Topic Models, Proceedings of the 12th International Conference on Artificial Intelligence Research and Development. CCIA 2009, Cardona (Spain); ISBN 978-1-60750-061-2.

2008:

Sergio Escalera, Oriol Pujol, Petia Radeva: Error-Correcting output coding for chagasic patients characterization. ICPR 2008: 1-4.

Sergio Escalera, Oriol Pujol, Petia Radeva: Separability of ternary Error-Correcting Output Codes. ICPR 2008: 1-4

 Carlo Gatta, Oriol Pujol, Oriol Rodriguez Leor, Josepa Mauri, Petia Radeva, “Robust image-based IVUS pullbacks gating”, MICCAI, Springer-Verlag, New York, USA, 2008.

C. Gatta, O. Pujol, O. Rodriguez, J. Mauri and P. Radeva, “Improved Rigid Registration using the Fast Radial Transform”, MICCAI Springer-Verlag, New York, USA, CVII Workshop, 2008.

 

Santi Seguí, Laura Igual, Fernando Vilariño, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià: “Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy”, Springer-Verlag, ICVS 2008: 251-260.

Sergio Escalera, Oriol Pujol, Petia Radeva: “Sub-class Error-Correcting Output Codes”, Springer-Verlag, ICVS 2008: 494-504.

 Sergio Escalera, Oriol Pujol, Petia Radeva, Loss-Weighted Decoding for Error-Correcting Output Coding. VISAPP (2) 2008: 117-122, Madeira, Portugal.

 Escalera, S.; Pujol, O.; Mauri, J.; Radeva, P.; “IVUS tissue characterization with sub-class error-correcting output codes”, Computer Vision and Pattern Recognition Workshops, 2008. CVPR Workshops 2008, IEEE Computer Society Conference on 23-28 June 2008 Page(s):1 – 8.

Sergio Escalera, Oriol Pujol, Eric Laciar, Jordi Vitrià, Esther Pueyo, and Petia Radeva, “Coronary Damage Classification of Patients with the Chagas Disease with Error-Correcting Output Codes”, IEEE Intelligent Systems, Proceedings, Computer Press, Varna, Bulgaria, 2008, Page(s):12-17.

 

2007:

D. Rotger, P. Radeva, E. Fernández-Nofrerías, J. Mauri, “Blood Detection in IVUS Images for 3D Volume of Lumen Changes Measurement Due to Different Drugs Administration”, CAIP 2007: 285-292.

L. Igual, S. Seguí, J. Vitrià, F. Azpiroz, P. Radeva, “Eigenmotion-Based Detection of Intestinal Contractions”, CAIP 2007: 293-300.

D. Gil, O. Rodriguez-Leor, P. Radeva, A. Hernandez, “Assessing Artery Motion Compensation in IVUS”, CAIP 2007: 213-220.

Sergio Escalera, Alicia Fornés, Oriol Pujol, Josep Lladós, Petia Radeva: Multi-class Binary Object Categorization Using Blurred Shape Models. CIARP 2007: 142-151

Santi Seguí, Laura Igual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià: A Semi-supervised Learning Method for Motility Disease Diagnostic. CIARP 2007: 773-782.

S. Escalera, O. Pujol, P. Radeva, “Robust Complex Salient Regions”, IbPRIA (2) 2007: 113-121.

Fornés, S. Escalera, J. Lladós, G. Sánchez, P. Radeva, O. Pujol, “Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction”, IbPRIA (1) 2007: 13-21.

S. Escalera, P. Radeva, O. Pujol, “Traffic sign classification using error correcting techniques”, VISAPP (2) 2007: 281-285.

K. Caballero, J. Barajas, O. Pujol, J. Mauri, P. Radeva, “Reconstructing ivus images for an accurate tissue classification”, VISAPP (Special Sessions) 2007: 113-119.

Escalera, Sergio; Radeva, Petia; Pujol, Oriol, “Complex Salient Regions for Computer Vision Problems“, IEEE Conference on Computer Vision and Pattern Recognition, CVPR '07, 17-22 June 2007 Page(s):1 – 8.

David Rotger, Petia Radeva, Eduard Fernández Nofrerías and Josepa Mauri, “Blood detection in IVUS longitudinal cuts using AdaBoost with a novel feature stability criterion”, CCIA’2007, 25-26 de Octubre, 2007, Andorra.
J. Amores, N. Sebe, P. Radeva, “Class-Specific Binary Correlograms for Object Recognition”, British Machine Vision Conference 2007, Warwick, UK, September 10-13, 2007.

J. Barajas, K.  Caballero, P. Radeva, “Cardiac Phase Extraction in IVUS Sequences Using 1-D Gabor Filters” Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE, 22-26 Aug. 2007 Page(s):343 – 346, Lyon, France.

 

K. Caballero, J. Barajas, P. Radeva, “Using Reconstructed IVUS Images for Coronary Plaque Classification”,  Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE, 22-26 Aug. 2007 Page(s):2167 – 2170, Lyon, France.

 

L. Igual, S. Seguí, J. Vitrià, F. Azpiroz, P. Radeva, “Sparse Bayesian Feature Selection Applied to Intestinal Motility Analysis”, Congreso Argentino de Bioingeniería SABI 2007, San Juan, 26-28 de Setiembre de 2007.

 

Plamena Andreeva, Plamen Andreev, Maya Dimitrova, Petia Radeva, “A Refinement Model with Information Granulation Focused on Difficult to Distinguish Cases”,  CompSysTech’07, 14-15 June, 2007,  University of Rousse, Bulgaria.

 

 Maya Dimitrova, Chavdar Roumenin, Siya Lozanova, Lubomir Lahchev, David Rotger, Petia Radeva , “An Interface System Based on Multimodal Principle for Cardiological Diagnosis Assistance”,  CompSysTech’07, 14-15 June, 2007,  University of Rousse, Bulgaria.

 

2006:

P. Spyridonos, F. Vilariño, J. Vitrià, F. Azpiroz, P. Radeva, “Anisotropic feature extraction from endoluminal images for detection of intestinal contractions”, R. Larsen, M. Nielsen, and J. Sporring (Eds.): MICCAI 2006, LNCS 4191, pp. 161–168, 2006, (ISI 0,402).

E. Brunenberg, O. Pujol, B. ter Haar Romeny, P. Radeva, “Automatic IVUS Segmentation of Atherosclerotic Plaque with Stop & Go Snake”, MICCAI 2006, LNCS 4191, pp. 9–16, 2006, (ISI 0,402).

K. Caballero, J. Barajas, O. Pujol, N. Savatella, P. Radeva, “In-vivo IVUS Tissue Classification: a comparison between RF Signal Analysis and Reconstructed Images”, J.F. Martínez-Trinidad et al. (Eds.): CIARP 2006, LNCS 4225, pp. 137–146, 2006, (ISI 0,402).

F. Vilariño, P. Spyridonos, J. Vitrià, F. Azpiroz, P. Radeva, “A Machine Learning framework using SOMs:  Applications in the Intestinal Motility Assessment”, J.F. Martínez-Trinidad et al. (Eds.): CIARP 2006, LNCS 4225, pp. 188–197, 2006, (ISI 0,402).

F. Vilariño, P. Spyridonos, J. Vitrià, F. Azpiroz, P. Radeva, “Linear Radial Patterns Characterization for Automatic  Detection of Tonic Intestinal Contractions”, J.F. Martínez-Trinidad et al. (Eds.): CIARP 2006, LNCS 4225, pp. 178–187, 2006, (ISI 0,402).

S. Escalera, O. Pujol, P. Radeva, “Decoding of Ternary Error Correcting Output Codes”, J.F. Martínez-Trinidad et al. (Eds.): CIARP 2006, LNCS 4225, pp. 753–763, 2006, (ISI 0,402).

S. Escalera, O. Pujol, P. Radeva, “Forest Extension of Error Correcting Output Codes and Boosted Landmarks”, Hong-Kong, China, 2006, ICPR 2006, ISBN: 0-7695-2521-0, vol.4, pp. 104-107.

 

S. Escalera, O. Pujol, P. Radeva, “ECOC-ONE: A novel coding and decoding strategy”, Hong-Kong, China, 2006, ICPR 2006, vol. 3, pp. 578-581, ISBN: 0-7695-2521-0.

 

F. Vilariño, P. Spyridonos, J. Vitrià, F. Azpiroz, P. Radeva, “Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy” ICPR, Hong-Kong, China, 2006.

 

F. Vilariño, P. Spyridonous, J. Vitria, F. Azpiroz , P. Radeva, “Cascade analysis for intestinal contraction detection”, CARS’2006, Osaka, Japon, 2006, pp.9-10.

 A. Hernandez, P. Radeva, A. Tovar and D. Gil, “Vessel Structures Alignment by Spectral Analysis of IVUS Sequences”, The 1st International Workshop on Computer Vision for Intravascular and Intracardiac Imaging, MICCAI, 2006, pp.29-36.

 

 J. Barajas, J. Garcia-Barnés, K. Caballero, F. Carreras, and P. Radeva,  “Correction of Misalignment Artifacts Among 2-D Echocardiac Images“, The 1st International Workshop on Computer Vision for Intravascular and Intracardiac Imaging, MICCAI, 2006, pp.114-121.

 K. Caballero, O. Pujol, J. Barajas, J. Mauri, P. Radeva, “Assessing In-vivo IVUS Tissue Classification Accuracy between Normalized Image Reconstruction and RF Analisis”, The 1st International Workshop on Computer Vision for Intravascular and Intracardiac Imaging, MICCAI, 2006, pp.82-89.

 

D. Gil, P. Radeva, O. Rodríguez, “Statistical Descriptors of the Myocardial Perfusion in Angiographic Images”, Computers in Cardiology, Valencia, Spain, 2006, Computers in Cardiology 2006; 33:677−680.

 

D. Rotger, P. Radeva, O. Rodríguez, J. Mauri, “Vessel Tortuosity Extraction from IVUS Images”, Computers in Cardiology, Valencia, Spain, 2006, Computers in Cardiology 2006;33:689−692.

 

 J. García, F. Carreras, S. Pujades, P. Radeva, “Characterization of Ventricular Torsion in Healthy Subjects Using Gabor Filters and a Variational Framework”, Computers in Cardiology, Valencia, Spain, 2006, 17-20 Sept. 2006 Page(s):877 - 880.

 

K. Caballero, J. Barajas, O. Pujol, J. Mauri, P. Radeva, “Using RF Reconstructed IVUS Images in Tissue Classification”, Computers in Cardiology, Valencia, Spain, 2006, Computers in Cardiology 2006; 33:533−536.

 

A. Hernandez, D. Gil, J. Mauri, P. Radeva, “Reducing Cardiac Motion in IVUS Sequences”, Computers in Cardiology, Valencia, Spain, 2006, Computers in Cardiology 2006;33:685−688.

 

F. Vilariño, P. Spyridonos, J. Vitrià, P. Radeva, “Intestinal Motility Assessment with Video Capsule Endoscopy: Automatic Annotation of Intestinal Contractions”, “Pattern Recognition: Progress, Directions and Applications.”, F. Pla, P. Radeva and J. Vitrià, Computer Vision Center, ISBN 84-933652-6-2, 2006.

 

S. Escalera, O. Pujol, P. Radeva, “Optimal Extension of Error Correcting Output Codes”, Perpinyà, France, CCIA06, pp. 28-36, Perpignan, Francia. ISBN 1-58603-663-7, 2006.

 

 K. Caballero, O. Pujol, J. Mauri, P. Radeva, “Using RF Reconstructed IVUS Images in Tissue Classification”, World Congress on Cardiology, Barcelona, 2006.

 

 O. Rodriguez, D. Gil, J. Mauri, P. Radeva, “Perfusion Ratio: A new tool to objectively assess microcirculation perfusion after primary Percutaneous Coronary Intervention”, World Congress on Cardiology, Barcelona, 2006.

 

 O. Rodriguez, D. Gil, O. Rodriguez, J. Mauri, P. Radeva, “Analysis of the changes in angiographical local grey-level values to determine myocardial perfusion”, World Congress on Cardiology, Barcelona, 2006.

 

J. García, F. Carreras, S. Pujades, P. Radeva, “Estudi del moviment de torsió ventricular per cardio-ressonància magnètica”, XVIII Congrés de la Societat Catalana de Cardiologia, Barcelona, Spain, 2006.

 

J Garcia-Barnes, D Gil, J Barajas, F Carreras, S Pujadas and P Radeva, “Harmonic Phase Flow for Tissue Motion Estimation in Tagged MR Sequences”, Computer Vision: Progress of Research and Development. Proceedings of the 1st CVC Internal Workshop, October 2006, pp.18-23.

 

Karla L. Caballero1, Joel Barajas 1, Oriol Pujol1,2, Josefina Mauri 3, Petia Radeva, “In-vivo IVUS Tissue Classification A Comparison Between Normalized Image Reconstruction and RF Signals Analysis”, Computer Vision: Progress of Research and Development. Proceedings of the 1st CVC Internal Workshop, October 2006, pp.7-12.

 

Sergio Escalera, Oriol Pujol and Petia Radeva, “Problem-dependent designs for Error Correcting Output Codes”, Computer Vision: Progress of Research and Development. Proceedings of the 1st CVC Internal Workshop, October 2006, pp. 13-17.

 

A. Hernandez, D. Gil, J. Mauri, and P. Radeva, “Reducing Cardiac Motion in IVUS Sequences”, Computer Vision: Progress of Research and Development. Proceedings of the 1st CVC Internal Workshop, October 2006, pp.24-29.

 

J. Barajas, K.L. Caballero, J. García-Barnes, F. Carreras, S. Pujadas and P. Radeva, “Aligning 2-D Cardiac MR Images in 3-D Space using Normalizad Mutual Information”, Computer Vision: Progress of Research and Development. Proceedings of the 1st CVC Internal Workshop, October 2006, pp.1-6.

 

2005:

D. Gil, A. Hernandez, A. Carol, O. Rodríguez and P. Radeva, “A Deterministic-Statistic Adventitia Detection in IVUS Images”, LNCS-3504, Springer Verlag, FIMH’2005, 2005, pp. 65-74, (ISI 0,402).

M. Rosales, P. Radeva, O. Rodriguqez, and D. Gil, “Suppression of IVUS Image Rotation. A Kinematic Approach”, LNCS-3504, Springer Verlag, FIMH’2005, 2005, pp. 359-368, (ISI 0,402).

Panagiota Spyridonos, Fernando Vilariño, Jordi Vitrià , Petia Radeva, “Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis”, In Lecture Notes in Computer Science, Publisher: Springer Berlin / Heidelberg ISSN: 0302-9743, ACIVS, Volume 3708 / 2005, (ISI 0,402), 531-537.

F. Vilariño, P. Spyridonos, J. Vitrià, P. Radeva, “Experiments with SVM and Stratified Sampling with an Imbalanced Problem: Detection of Intestinal Contractions”, S. Singh et al. (Eds.): ICAPR 2005, LNCS 3687, pp. 783–791, 2005, Springer-Verlag, (ISI 0,402).

O. Pujol, P. Radeva, “Solving Particularization with Supervised Clustering Competition Scheme”, Springer Verlag, LNCS 3523 IbPRIA’2005, Estoril, Portugal, 2005, pp.11-18, (ISI 0,402).

J. Amores, N. Sebe, P. Radeva, “Efficient object-class recognition by boosting contextual information”, Springer Verlag, LNCS 3522, IbPRIA’2005, Estoril, Portugal, 2005, pp.28-35, (ISI 0,402).

 

 J. Amores, N. Sebe, P. Radeva, “Fast Spatial Pattern Discovery Integrating Boosting with Constellations of Contextual Descriptors”, Proceedings of International Conference on CVPR’2005, San Diego, CA, USA, June 20-25, 769-774.

 J. Garcia, J. Barajas, F. Carreras, S. Pujadas, P. Radeva, “An Intuitive Validation Technique to Compare Global versus Local Tagged MRI Analysis” Computers in Cardiology, September 26, 2005, Lyon, France, pp.37-44, ISBN: 1 58603 466 9.

 J. Barajas, J. Garcia, F. Carreras, P. Radeva, “Angle Images using Gabor Filters in Cardiac Tagged MRI”, IOS Press, CCIA’2005, Alger, Italy, 2005, ISBN: 1 58603 466 9, 107-114.

 A. Hernandez, D. Gil, P. Radeva, “On the usefulness of supervised learning for vessel border detection in IntraVascular Imaging”, IOS Press, CCIA’2005, Alger, Italy, 2005, ISBN: 1 58603 466 9.

 F. Vilariño, P. Spyridonos, J. Vitrià, P. Radeva, “Self-Organized Maps for Intestinal Contractions Categorization with Wireless Capsule Video Endoscopy”, Proceedings of the The 3rd European Medical and Biological Engineering Conference, November 20 – 25, 2005.

2004:

M. Rosales, P. Radeva, J. Mauri, O. Pujol, “Simulation Model of Intravascular Ultrasound Images”, in MICCAI, 2004, Saint Melo, France, September, 2004, Lecture Notes in Computer Science, Springer Verlag, pp. 200-208, (ISI 0,513), ISBN: 3-540-44224-3.

P. Radeva, J. Vitrià, “Discriminant Projections Embedding for Nearest Neighbor Classification”, Progress in Pattern Recognition, Image Analysis and Applications, Springer Verlag, LNCS 3287, pp. 312-319, (ISI 0,513), ISBN: 3-540-23527-2.

O. Pujol, P. Radeva, J. Vitrià, J. Mauri, “Adaboost to Classify Plaque Appearance in IVUS Images”, Progress in Pattern Recognition, Image Analysis and Applications, Springer Verlag, LNCS 3287, pp. 629-636, 2004, (ISI 0,513), ISBN: 3-540-23527-2.

M. Dimitrova, E. Barakova, T. Lorents, P. Radeva, “The Web as an “Autobiographical Agent”, In: Ch. Bussler and D. Fensel (Eds), Lecture Notes in Artificial Intelligence, vol. 3192, Springer-Verlag, ISBN: 3-540-22959-0, 2004, pp. 510-519, (ISI 0,513), ISBN: 3-540-22959-0.

O. Pujol and P. Radeva, "Texture Segmentation by Statistic Deformable Models", International Journal of Image and Graphics, Volume 4, Number 3, July, 2004, pp.433-452  

P.Radeva, J.Vitrià, Corkinspect: Statistical Learning for Natural Material, Italian Beverage Technology, Noviembre 2004, pp 11-18.
 
P. Radeva, “Pattern Recognition and Deformable Models applied to Medical Image Analysis”, talk at the Workshop “Advanced Pattern Recognition and Medical Imaging”, Bangor, Wales, UK, 22nd of September 2004.

G. Langs, P. Radeva, D. Rotger, F. Carreras, “Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention”, 17th International Conference on Pattern Recognition, ICPR'04, Cambridge, United Kingdom, 23-26 August, 2004, pp. 726-729.

A. Hernandez, D. Gil, P. Radeva, E. Nofrerias, “Anisotropic Processing of Image Structures for Adventitia Detection in intravascular Ultrasound Images”, Computers in Cardiology, Chicago, USA, September, 2004, pp.229-233.

 J. Amores, N. Sebe, P. Radeva, Th. Gevers, and A. Smeulders, “Boosting Contextual Information in Content-based Image Retrieval”,   6th ACM SIGMM International Workshop on Multimedia Information Retrieval October 15-16,  2004,  New York, NY USA, pp.31-38.

G. Langs, P. Radeva, D. Rotger, F. Carreras, “Explorative Building of 3D Vessel Tree Models”,  "Digital Imaging in Media and Education”, 28th annual workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR), Hagenberg (Austria) / June 17-18, 2004.

 D. Gil , P. Radeva, “Inhibition of False Landmarks”, Recent Advances in Artificial Intelligence Research and Development, J. Vitria et.al. (Eds.) IOS Press, 2004, pp. 233-240, ISBN: 1 58603 466 9.

 S. Escalera, P. Radeva, “Fast greyscale road sign model matching and recognition”, Recent Advances in Artificial Intelligence Research and Development, J. Vitria et.al. (Eds.) IOS Press, 2004, pp.69-76, ISBN: 1 58603 466 9.

 J. Garcia, P. Radeva, F. Carreras, “Combining Spectral and Active Shape methods to Track Tagged MRI”, Recent Advances in Artificial Intelligence Research and Development, J. Vitria et.al. (Eds.) IOS Press, 2004,  pp. 37-45, ISBN: 1 58603 466 9.

 F. Vilariño, D. Gil, P. Radeva, “A Novel FLDA Formulation for Numerical Stability Analysis”, Recent Advances in Artificial Intelligence Research and Development, J. Vitria et.al. (Eds.) IOS Press, 2004, pp.77-84, ISBN: 1 58603 466 9.

P. Radeva, M. Dimitrova, Ch. Roumenin, D. Rotger, D. Nikolov  and J.J. Villanueva,  “Integration of Multiple Sensor Modalities in ActiveVessel Cardiology Workstation”, Proc. 2004 2nd IEEE International Conference on Intelligent Systems IS´04, June 22-24, 2004, Varna, Bulgaria, vol. II, pp. 552-556.

P. Andreeva, M. Dimitrova, and P. Radeva, “Data Mining Learning Models and Algorithms for Medical Applications”, 18 Conference Systems for Automation of Engineering and Research (SEAR 2004), 24-26 Sept., Varna, BG

 M. Dimitrova, I. Terziev, P. Radeva, and J.J. Villanueva, “Java-Servlet Technology for Building New Web Document Classifiers”, 18th International Conference on Systems for Automation of Engineering and Research, SAER´2004, Sept. 24-26, 2004, Varna, Bulgaria

M. Dimitrova, P. Radeva, D. Rotger, D. Boyadjiev, and J.J.Villanueva, ”Advanced Cardiological Diagnosis via Intelligent Image Analysis”, 18th International Conference on Systems for Automation of Engineering and Research, SAER´2004, Varna, Bulgaria, Sept. 24-26, 2004.

N. Boukala, E. Favier, B. Laget and P. Radeva, “Active shape model based segmentation of bone structures in hip radiographs”, IEEE ICIT '04. 2004 IEEE International Conference on Industrial Technology, Volume 3, 8-10 Dec. 2004 Page(s):1682 - 1687.

2003:

D. Gil and P. Radeva, "Curvature Vector Flow to Assure Convergent Deformable Models for Shape Modelling", Lecture Notes in Computer Science, Springer Verlag, Proceedings of EMMCVPR, Lisboa, Portugal 2003. (ISI 0.513), pp.357-372, ISBN 3-540-40498-8.

J. Amores and P. Radeva, "Non-rigid Registration of Vessel Structures in IVUS Images". IbPRIA 2003, Springer-Verlag, (LNCS 2652), pp.: 45-52, June 2003, (ISI 0,402).

O. Pujol, M.Rosales, P. Radeva and E. Nofrerias-Fernández, "Intravascular Ultrasound Images Vessel Characterization using AdaBoost", Lecture Notes in Computer Science, Springer-Verlag, Proceedings on FIMH, Lyon, France, 2003, (ISI 0,402), 242-251.  

P. Radeva and J. Vitrià, “CorkInspect: Statistical Learning of Natural Material”, Open House on Cork Industry, 3a Giornata di Studio sul Sughero in Enologia, 10 Febrero 2004, Pavia, Italy.

D. Gil, P. Radeva, F. Vilariño, "Anisotropic Contour Completion", Proceedings of ICIP, Barcelona, Spain, 2003, ISBN: 0-7803-7751-6, 869-872.

J. Amores and P. Radeva, “Elastic Matching and Retrieval of IVUS Images Using Contextual Information”, IOS Press (CCIA 2003), pp.137-148.

F. Vilariño, P. Radeva, "Cardiac Segmentation with Discriminant Active Contours",  IOS Press (CCIA 2003), pp.211-217.

 D. Rotger, M. Rosales, J. García, O. Pujol, J. Mauri, P. Radeva, "ActiveVessel: A New Multimedia Workstation for IVUS and Angiography Fusion", Proceedings of Computers in Cardiology, Thessaloniki, Greece, September, 2003, 65-68, 0-7803-8 170-X, 21-24 September 2003.

 O. Pujol, D. Rotger, P. Radeva, O. Rodríguez, J. Mauri, "Near Real Time Plaque Segmentation of IVUS", Proceedings of Computers in Cardiology, Thessaloniki, Greece, September, 0-7803-8 170-X, 2003, 69-72.

 J. Garcia, D. Rotger, P. Radeva, F. Carreras, R. Leta, "Contrast Echography Segmentation and Tracking by a Trained Deformable Model", Proceedings of Computers in Cardiology, Thessaloniki, Greece, September, 2003, 173-176.

D. Gil and P. Radeva, "Curvature Vector Flow to Assure Convergent Deformable Models for Shape Modelling", Lecture Notes in Computer Science, Springer Verlag, Proceedings of EMMCVPR, Lisboa, Portugal 2003.

 M. Dimitrova, N. Kushmerick, P. Radeva, JJ. Villanueva, “User Assesment of a Visual Genre Classifier”, Proceedings of the 3rd IASTED Int. Conference Visualization, Imaging and Image Processing, September 8-10, Benalmadena, Spain.

M. Dimitrova, Ch. Roumenin, P. Radeva, D. Rotger, H. Villanueva , "Multimodal intelligent System for Cardiovascular Diagnosis", Automation and Informatics, year XXXVII, No 3, 2003 .

2002:

C. Cañero, E. Nofrerías, J. Mauri and P. Radeva. Modelling the acquisition geometry of a C-arm angiography system for 3D reconstruction. Lecture Notes in Computer Science, Springer-Verlag, Lecture Notes in Computer Science, LNAI 2504, Berlin, Proceedings of CCIA, M.T.Escrig (ed.), pp. 322-335, 2002, (ISI 0,402).

D Rotger, P Radeva, J Mauri, E Fernandez-Nofrerias, "Internal and external coronary vessel images registration", Springer-Verlag, Lecture Notes in Computer Science, LNAI 2504, Berlin,Proceedings of CCIA, M.T.Escrig (ed.), pp. 408-418, 2002, (ISI 0,402).

P. Radeva, M. Bressan, A. Tobar, J. Vitria, "Bayesian classification for inspection of industrial products", Springer-Verlag, Lecture Notes in Computer Science, LNAI 2504, Berlin,Proceedings of CCIA, M.T.Escrig (ed.), pp. 399-407, 2002, (ISI 0,402).

D. Rotger, P. Radeva, E. Nofrerias and J. Mauri, "Registering External and Internal Morphological Images of Coronary Vessels", IASTED, Signal Processing, Pattern Recognition, and Applications (SPPRA 2002) June 25-28, 2002, Crete, Greece.

P. Radeva, M. Bressan, A. Tobar, J. Vitria, "Real-Time Inspection of Cork Stoppers using Parametric Methods in High Dimensional Spaces" IASTED International Conference on Signal and Image Processing (SIP 2002), August 12 to August 14, 2002, Kauai, USA.

R. Toledo, R. Baldrich, E. Valveny, P. Radeva , "Enhancing Snakes For Vessel Detection In Angiography Images", 2nd IASTED International Conference Visualization, Imaging and Image Processing (VIIP 2002) September 9-12, 2002, Malaga, Spain.

O. Pujol, P. Radeva, J. Mauri and E. Nofrerias, Automatic segmentation of lumen in Intravascular Ultrasound Images: An evaluation of texture feature extractors", Iberamia, 2002.

F. Vilarinyo, P. Radeva, "Patch-Optimized Discriminant Active Contours for Medical Image Segmentation", Iberamia, 2002.

Debora Gil, Petia Radeva, Josepa Mauri, "Ivus Segmentation Via A Regularized Curvature Flow", XX Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Zaragoza, 27-29 Noviembre, 2002.

Oriol Pujol and Petia Radeva, "Lumen detection in ivus images using snakes in a statistical framework", XX Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Zaragoza, 27-29 Noviembre, 2002.

D. Rotger, P. Radeva, E. Fernández-Nofrerías, J. Mauri, Multimodal Registration of IntraVascular UltraSound Images and Angiography, Proceedings of XX Congreso Anual de la Sociedad Española de Ingenieria Biomédica, Zaragoza, 2002.

2001:

D. Rotger, P. Radeva, C. Cañero, JJ Villanueva, J. Mauri, E.Nofrerías, A. Tovar, V. Valle, "Advanced Visualization of 3D Data of Intravascular Ultrasound Images", International Simposium for Medical Data Analysis (ISMDA), Lecture Notes in Computer Science, Springer-Verlag, Madrid, October, 2001, (ISI 0,415), ISBN: 3-540-42734-1

 D. Rotger, P. Radeva, C. Cañero, JJ Villanueva, J. Mauri, E. Nofrerias, A. Tovar, V. Valle, “Corresponding IVUS and Angiogram Image Data”, Proceedings of Computers in Cardiology”, 2001, ISBN: 0-7803-7266-2, Deposit legal: 01CH37287.

 P. Radeva, C. Cañero,J.J. Villanueva, J. Mauri, Eduard Nofrerias, "3D Reconstruction of a Stent by Deformable Models", Visualisation, Imaging, and Image Processing, IASTED - Marbella, September, 2001, pp.417-422.

 P. Radeva and J. Vitriá, "Region-Based Approach for  Discriminant Snakes", Proceedings of ICIP, Thesaloniki, Greece, October, 2001.

 D.Rotger, C.Cañero, P.Radeva, J.Mauri, E.Fernandez, A.Tovar, V.Valle, "3D Interactive Visualization and Volumetric Measurements of Coronary Vessels in IVUS", Proceedings of SNRFAI, Castellon, Spain, July, 2001, pp.151-156.

2000:

D. Gil, P. Radeva, J. Saludes, J. Mauri, "Automatic Segmentation of Artery Wall in Coronary IVUS Images: a Probabilistic Approach", Proceedings of CIC'2000 Cambridge, Massachussets, September, 2000.

R. Toledo, P. Radeva, X. Orriols, X. Binefa, J. Vitria, J. Villanueva, "Tracking Elongated Structures using Statistical Snakes", Proceedings of International Conference on Computer Vision and Pattern Recognition (CVPR’00), South Carolina, USA, Junio, 2000.

J. Mauri, E-F. Nofrerías, B. García del Blanco, E. Iráculis, J.A. Gómez Hospital, J. Comín, MA Sanchez Corral, F. Jara, A. Cequier, E. Esplugas, D. Gil, J. Saludes, P. Radeva, R. Toledo, J. Villanueva, "Moviment del vas en l'analisi d'imatges de ecografia intracoronària: un model matemàtic", Congrés de la Societat Catalana de Cardiologia, Barcelona, 2000.

J. Mauri, E-F Nofrerias, J. Comín, B. García del Blanco, E. Iráculis, J.A. Gómez Hospital, P. Valdovinos, F. Jara, A. Cequier, E. Esplugas, O. Pujol*, C. Cañero*, D. Gil*, P. Radeva*, R. Toledo*, J. Villanueva, "Avaluació del Conjunt Stent/Artèria mitjançant ecografia intracoronària: l'entorn informàtic", Congrés de la Societat Catalana de Cardiologia, Barcelona, 2000.

F. de la Torre, J. Vitria, P. Radeva, J. Melenchon, "EigenFiltering for Flexible Eigentracking", 15 th International Conference on Pattern Recognition, Barcelona, 3:1118-1121, 2000.

P. Radeva, M. Torre, "Agricultural-Field Extraction on Aerial Images by Region Competition Algorithm", 15 th International Conference on Pattern Recognition, Barcelona, 1:313-316, 2000.

X. Orriols, R. Toledo, X. Binefa, P. Radeva, J. Vitrià, J.J. Villanueva, "Probabilistic Saliency Approach for Elongated Structure Detection using Deformable Models", 15 th International Conference on Pattern Recognition, Barcelona, 3:1018-1021, 2000.

V. Valev, P. Radeva, B. Sankur, "Generalized Non-Reducible Descriptors", 15 th International Conference on Pattern Recognition, Barcelona, 2: 394-397, 2000.

X. M. Pardo, P. Radeva, "Discriminant snakes for 3D reconstruction in medical Images", 15 th International Conference on Pattern Recognition, Barcelona, 4:336-339, 2000.

R. Toledo, X. Orriol, P. Radeva, X. Binefa, J. Vitria, J.J. Villanueva, "Eigensnakes for vessel segmentation in angiography", 15 th International Conference on Pattern Recognition, Barcelona, 4:340-343, 2000.

C. Cañero, P. Radeva, R. Toledo, J.J. Villanueva, "3D Curve Reconstruction by Biplane Snakes", 15 th International Conference on Pattern Recognition, Barcelona, 4:563 566, 2000.

D. Gil, P. Radeva, J. Saludes, "Segmentation of artery wall in coronary IVUS images: A probabilistic approach". 15 th International Conference on Pattern Recognition, Barcelona, 4:352-355, 2000.

C. Cañero, A. López, D. Ponsa, P. Radeva, A. Solé, Regularized EM, Pattern Recognition and Applications, IOS Press, 69-77, 2000.

A. Solé, A. López, J. Saludes, P. Radeva, C. Cañero, Crease Enhancement Diffusion, Pattern Recognition and Applications, IOS Press, 117-125, 2000.

P. Radeva and M. Scoccianti, “3D Reconstruction of Abdominal Aortic Aneurysm”, Elsevier Science B.V., Ed. H.U. Lemke, M.W. Vannier, K. Inamura, A.G.Farman and K.Doi, CARS 2000, San Francisco, USA, 2000, pp.1014, ISBN:0-444-50536-9.

M. Torre and P. Radeva, “Extracció de parcel.les dímatges aèries utilitzant Competició entre Regions”, Full Informatiu, Institut Cartogràfic de Catalunya, Any 5, Juny 2000, Numero 11, p.2, ISSN: 1137-2362, Dipòsit legal: B.40 192-1996.

1999:

X.M. Pardo, P. Radeva and J.J. Villanueva, "Self-Training Statistic Snake for Image Segmentation and Tracking", International Conference on Image Analysis and Processing - ICIAP'99, Springer-Verlag, Venice, Italy, 1999, (ISI 0,872), ISBN: 0-7695-0040-4.

J.M. Sánchez, X. Binefa, J. Vitriá and P. Radeva, "Local Color Analysis for Scene Break Detection Applied to TV Commercials Recognition”, Dionysius P. Huijsmans, ArnoldW.M. Smeulders (Eds.): VISUAL’99, Springer-Verlag Berlin Heidelberg , LNCS 1614, pp. 237–244, 1999, (ISI 0,872), ISBN: 3-540-66079-8.

J. Vitriá, P. Radeva and X. Binefa, "EigenHistograms: using Low Dimensional Models of Color Distribution for Real Time Object Recognition", Proceedings of the International Conference on Computer Analysis of Images and Patterns (CAIP'99), Ljubljana, Slovenia, Lecture Notes in Computer Science, Springer-Verlag, 1999 , pp.17-24, (ISI 0,872), ISBN: 3-540-66366-5.

C Cañero, P Radeva, O Pujol, R Toledo, D. Gil, J. Saludes, J Villanueva, B Garcia del Blanco , J Mauri, et al., "Optimal Stent Implantation: Three-dimensional Evaluation of the Mutual Position of Stent and Vessel via Intracoronary Ecography", Proceedings of International Conference on Computer in Cardiology (CIC'99), September, Hannover, Germany, 1999.

O. Pujol, P. Radeva, C. Cañero, R. Toledo, D. Gil, J. Saludes, J. J. Villanueva, B. García del Blanco, J. Mauri, E. F. Nofrerías, J. A. Gómez-Hospital, E. Iràculis, J. Comín, C. Quiles, F. Jara, A. Cequier, E. Esplugas, "Three-dimensional reconstruction and quantification of the coronary tree using intravascular ultrasound images", Proceedings of International Conference on Computer in Cardiology (CIC'99), September, Hannover, Germany, 1999.

Petia Radeva, Judit Martinez, Antonio Tovar, Xavier Binefa, Jordi Vitriá and Juan José Villanueva, "CORKIDENT: an automatic vision system for real-time inspection of natural products", Proceedings of the 2nd International Workshop on European Scientific and Industrial Collaboration (WESIC '99), Promoting Advanced Technologies in Manufacturing, 1-3 September 1999, Newport, Wales, UK, pp.335-342.

Albert Pujol, Jordi Vitria, Petia Radeva, Xavier Binefa, Robert Benavente, Ernest Valveny, Craig Von Land, "Real time pharmaceutical product recognition using color and shape indexing", Proceedings of the 2nd International Workshop on European Scientific and Industrial Collaboration (WESIC '99), Promoting Advanced Technologies in Manufacturing, 1-3 September 1999, Newport, Wales, UK, pp. 275-282.

J. Comín, J. Mauri, B. Garcia del Blanco, E. F-Nofrerías, J.A. Gómez, E. Iràculis, C. Quiles, F. Jara, A. Cequier, E. Esplugas, C. Cañero, P. Radeva, R. Toledo, J. Villanueva, "Selecció de l´Stent en base a la longitud real de la lesió: un nou mètode", Catalonian Conference on Cardiology, Sagaró, Girona, 1999.

E Iràculis, J Mauri , B García del Blanco, E F Nofrerías, JA Gomez Hospital, J Comín, C Quiles, F Jara, A Cequier, E Esplugas. O Pujol, P Radeva, R Toledo, J Villanueva,. "Reconstrucció tridimensional i quantificació de l'arbre coronari utilitzant ecografia intracoronària", Catalonian Conference on Cardiology, Sagaró, Girona, 1999.

B Garcia del Blanco , J Mauri, , E F-Nofrerías, J.A Gómez-Hospital, E Iràculis, J Comín, C Quiles, F Jara, A Cequier, E Esplugas, O Pujol, C Cañero, P Radeva, R Toledo, J Villanueva, "Implantació òptima d'stents: Avaluació tridimensional del conjunt stent/artèria mitjançant ecografia intracoronària", Catalonian Conference on Cardiology, Sagaró, Girona, 1999.

 A.Solé, A.López, C.Cañero, P.Radeva, J.Saludes, "Crease enhancement diffusion", Proceedings of the VIII Symposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, Bilbao, Vol.1, pp.279-286, 1999.

 Daniel Ponsa, Andrés Fco. Solé, Antonio López, Cristina Cañero, Jordi Vitrià and Petia Radeva. "Regularized EM". Proceedings of the VIII SNRFAI, Bilbao 1999. Vol. 1 pag. 3-10.

1998:

 Amir A. Amini, Petia Radeva, and Debiao Li, "Measurement of 3D Motion of Myocardial Material Points from Explicit B-Surface Reconstruction of Tagged Data," in Lecture Notes in Computer Science, Volume 1496, MICCAI’98, Wells, Colchester, and Delp (Eds.), Springer-Verlag, Berlin, October 1998.

Petia Radeva, Ricardo Toledo, Craig Von Land and Juan Jose Villanueva, "3D Vessel Reconstruction from Biplane Angiograms using Snakes", Proceedings of International Conference on Computer in Cardiology (CIC'98), September, Cleveland, OH, pp.773-776, 1998.

Ricardo Toledo, Petia Radeva, Craig Von Land and Juan Jose Villanueva, "3D Dynamic Model of the Coronary Tree", Proceedings of International Conference on Computer in Cardiology (CIC'98), September, Cleveland, OH, pp. 777-780, 1998.

A. Amini, P. Radeva, M. Elayyadi, W. McBride and D. Abendschein, "Non-invasive Placement and 3D Tracking of Myocardial Beads with SPAMM-Tagged MRI", Proceedings of International Conference on Computer in Cardiology (CIC'98), September, Cleveland, OH, pp. 745-748, 1998.

Xavier Binefa, Petia Radeva, Jose Antonio Cortijo and Josep Garcia, Contour detection and color influence in defocused environtments, WESIC'98 (Workshop on European Scientific and Industrial Collaboration on Promoting), June, Annex, pp.23-27, 1998.

P. Radeva, Jordi Guerrero, Carmen Molina and Roger Serneels, A Physics-Based Model of the Kohonen Ring, SPIE - Medical Imaging, San Diego, California, February, 1998.

C. Molina, G. P. Prause, P. Radeva and M. Sonka, Catheter Path Reconstruction from Biplane Angiography using 3D Snakes, SPIE - Medical Imaging, San Diego, California, February, 1998.

 Amir A. Amini, Jiantao Huang, Andreas Klein, Petia Radeva, and Mohamed Elayyadi, "Flexible Shape Models for Segmentation and Tracking of Cardiovascular Imaging Data," Invited Paper, IEEE International Conference on Image Processing, Chicago, IL, October 1998.

1997:

V. Valev, B. Sankur and P. Radeva, Generalized Non--Reducible Descriptors, Technical Report, 1997.[80Kb]

1995:

 O. Larsen, P. Radeva, E. Martí: Guidelines for Choosing Optimal OParameters of Elasticity for Snakes. CAIP 1995: 106-113.

 P. Radeva, E. Martí: An Improved Model of Snakes for Model-Based Segmentation. CAIP 1995: 515-520.

P. Radeva, J. Serrat, E. Martí: A Snake for Model-Based Segmentation. ICCV 1995: 816-821.

O. Larsen, P. Radeva, E. Martí: Bounds on the Optimal Elasticity Parameters for a Snake. ICIAP 1995: 37-42.

1993:

P. Radeva, J. Serrat, Rubber Snake: Implementation on Signed Distance Potential, Proc. of International Conference SWISS VISION'93, Zurich, Switzerland, September, pp.187-194, 1993.

V. Valev, P. Radeva, “On the Determining of Non-Reducible Descriptors for Multidimensional Pattern Recognition Problems”, Pattern Recognition and Image Analysis, Vol. 3, Number 3, July - September, 1993.

P. Radeva, Segmentacion de Imagenes Radiograficas con Snakes. Aplicacion a la Determinacion de la Madurez Osea, Master Thesis, UPIIA, Universitat Autònoma de Barcelona, September, 1993.

P. Radeva, A Rule-Based Approach to Hand X-Ray Image Segmentation, in "Computer Analysis of Images and Patterns" - Lecture Notes in Computer Science, No. 719, Springer-Verlag, 1993, pp.641-648.

1992:

V. Valev, P. Radeva, A Method of Solving Pattern or Image Recognition Problems by Learning Boolean Formulas, Proc. of 11th IAPR International Conference on Pattern Recognition, Hague, Netherlands, August 30 - September 3, 1992, IEEE Computer Society Press, vol. II, pp. 359-362.[38Kb]

V. Valev, P. Radeva, Determining Structural Description by Boolean Formulas, Advances in Structural and Syntactic Pattern Recognition, Ed. by H. Bunke, World Scientific, 1992, pp. 131-140.[55Kb]

Journals in biomedical field:

O. Rodriguez Leor, J. Mauri, E. Fernandez, A. Tovar, V. Valle, A. Hernàndez, D. Gil, P. Radeva, "Utilización de la Estructura de los Campos Vectoriales para la Detección de la Adventicia en Imágenes de Ecografía Intracoronaria", Revista Internacional de Enfermadeds Cardiovasculares, 2004Vol.57, Supl.2, Octubre 2004.

O. Rodriguez Leor, J. Mauri, E. Fernandez-Nofrerias, C. Garcia Garcia, R. Villuendas, V. Valle Tudela, D. Gil, P. Radeva, "Reconstruction of a spatio-temporal model of the intima layer from intravascular ultrasound sequences", European Heart Journal, ESC Congress 2003, Vienna, Austria, 2003.

O. Rodriguez Leor, E. Fernandez-Nofrerias, J. Mauri, R. Villuendas, C. Garcia Garcia, V. Valle Tudela, C. Cañero, P. Radeva, "An empiric model for three-dimensional reconstruction of coronary vessels from X-ray angiography", European Heart Journal, ESC Congress 2003, Vienna, Austria, 2003.

 O. Rodriguez, J. Mauri, E. Fernández-Nofrerías, J. Lopez, A. Tovar, V. Valle, D. Rotger, P. Radeva, , "Cuantificación Tridimensional de la Longitud de Segmentos Coronarios a partir de Secuencias de Ecografía Intracoronaria", Revista Española de Cardiología, 56(2), Congreso de las Enfermedades Cardiovasculares, Sevilla, Spain, Octubre, 2003.

 O. Rodriguez, J. Mauri, E. Fernández-Nofrerías, A. Tovar, R. Villuendas, V. Valle, O. Pujol, P. Radeva, , "Análisis de Texturas mediante la Modificación de unModelo Binario Local para la Segmentación Automática de Secuencias de Ecografía Intracoronaria", Revista Española de Cardiología, 56(2), Congreso de las Enfermedades Cardiovasculares, Sevilla, Spain, Octubre, 2003.

 O. Rodriguez, J. Mauri, E. Fernández-Nofrerías, J. Lopez, A. Tovar, R. Villuendas, V. Valle, M. Rosales, P. Radeva, "Modelo Físico para la Simulación de Imágenes de Ecografía Intracoronaria", Revista Española de Cardiología, 56(2), Congreso de las Enfermedades Cardiovasculares, Sevilla, Spain, Octubre, 2003.

 O. Rodriguez, J. Mauri, E. Fernández-Nofrerías, C. Garcia, R. Villuendas, A. Tovar, A. Duran, V. Valle, M. Rosales, P. Radeva, , "Model Empíric de Simulació d’Ecografia Intravascular", Revista Societat Catalana de Cardiologia, 4(4):42, XIVè Congrés de la Societat Catalana de Cardiologia , Barcelona, Spain, May 2003.

O. Rodríguez et.al. “Utilización de la estructura de los campos vectoriales para la detección de la adventicia en imágenes de ecografía intracoronaria” (Nº 833-4519), SEC 2004, Madrid, 20 de Octubre de 2004.

 Gómez, Mauri, Fernández-Nofrerías, Rodríguez-Leor, Diego, Julià, Rotger, Radeva, Valle, "Una nova aplicació informàtica per a la correlació d'imatges angiogràfiques i d'ecografia intracoronària", Revista Societat Catalana de Cardiologia, 4(4):42, XIVè Congrés de la Societat Catalana de Cardiologia , Barcelona, Spain, May 2002.

 O. Rodriguez, J. Mauri, E. Fernández-Nofrerías, M. Gomez, A. Tovar, L. Cano, G. de Diego, C. Julià, V. Valle, D. Gil, P. Radeva, , "Ecografia Intracoronària: Segmentació Automàtica de l’àrea de la llum", Revista Societat Catalana de Cardiologia, 4(4):42, XIVè Congrés de la Societat Catalana de Cardiologia , Barcelona, Spain, May 2002.

Gomez M., Mauri J., F-Nofrerias E., Rodriguez-Leor O., Julià C., Radeva P., Rotger D., Valle V., "Nuevos avances para la correlación de imágenes angiográficas y de ecografia intracoronaria.", Congreso de las Enfermedades Cardiovasculares, XXXVIII Congreso de la SEC, Madrid, 16-19 de Octubre de 2002.

Gómez, Mauri, Fernández-Nofrerías, Rodríguez-Leor, Diego, Julià, Cañero, Radeva, "Modelo experimental para la reconstrucción tridimensional de las arterias coronarias a partir de imágenes de coronariografía", (Nº 838), XXXVIII Congreso Nacional de la SEC, Madrid, 16- 19 Octuber, 2002.

Gómez, Mauri, Fernández-Nofrerías, Rodríguez-Leor, Diego, Julià, Pujol, Radeva, "Diferenciación de las estructuras del vaso coronario mediante el procesamiento de imágenes y el análisis de las diferentes texturas a partir de la ecografía intracoronaria" (Nº 848), XXXVIII Congreso Nacional de la Sociedad Española de Cardiología, Madrid, 16- 19 Octuber, 2002.

Gómez, Mauri, Fernández-Nofrerías, Rodríguez-Leor, Diego, Julià, Gil, Radeva, "Reconstrucción de un modelo espacio-temporal de la luz del vaso a partir de secuencias de ecografía intracoronaria" (Nº 876), XXXVIII Congreso Nacional de la SEC, Madrid, 16- 19 Octuber, 2002.

Gómez, Mauri, Fernández-Nofrerías, Rodríguez-Leor, Diego, Julià, Rosales, Radeva, "Modelo físico para la simulación de Ultrasonido Intravascular" (Nº 871), XXXVIII Congreso Nacional de la SEC, Madrid, 16- 19 Octuber, 2002.

Mauri, FN, Valle, Esplugas, Cequier, Rotger, Toledo, Radeva, Muñoz, Villanueva. , "Ecografía Intracoronaria: Navegación Informática por el Cubo de Datos de las Imágenes", Congreso de la Sociedad Española de Cardiología, Granada, 2000.

J. Mauri, E. Fernandez, P. Radeva, V. Valle, "Ecografia intracoronària, una ajuda o un mestre en líntervencionisme coronari?" Revista de la Societat Catalana de Cardiologia, 2000, 3, 435-443.  

O. Rodríguez-Leor, J Mauri Ferre, E Fernández Nofrerías, E Tizón, A Tovar, V Valle Tudela, M Rosales, P Radeva, “.Emprirical intravascular ultraspund simulation system”, European Heart Conference, Stockholm, Sweden, 2005 (acepted).

 

O. Rodríguez-Leor, J Mauri Ferre, E Fernández Nofrerías, A Carol Ruiz, V Valle Tudela, D Gil, A Hernàndez, P Radeva., “A deterministic-statistic adventitia modeling IVUS images”, European Heart Conference, Stockholm, Sweden, 2005 (acepted).

 

Oriol Rodríguez-Leor, Antoni Carol, Helena Tizón, Eduard Fernàndez-Nofrerías, Josepa Mauri, Vicente Valle, Débora Gil, Aura Hernàndez, Petia Radeva, “Model estadístic-determnístic per la segmentació de l'adventicia en imatges d'ecografía intracoronaria”, Rev Soc Cat Cardiol vol 5, nº4, supl, pag 41.

Dissemination publications:

 “Gent per la ciència”, Appendix of Newspaper “El Punt”, 3rd of July of 2005.

P. Radeva and J.Vitrià, "Inteligencia artificial" Centre de Visió per Computador, Europacork.com (Digital Journal ) Año II • número 7• Marzo - Abril 2003 (http://www.europacork.com)