petia radeva

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Oriol PujolAssociate Professor of Computer Science, Universitat de BarcelonaVerified email at ub.edu
Sergio EscaleraFull Professor, ICREA Academia, University of Barcelona, Computer Vision Center UAB, ELLIS FellowVerified email at maia.ub.es
Jordi VitriàProfessor of Computer Science, Universitat de BarcelonaVerified email at ub.edu
Francesco CiompiRadboud University Medical Center, NijmegenVerified email at radboudumc.nl
Carlo GattaHead of Machine Learning Team @ Vintra Inc.Verified email at vintra.io
Mariella DimiccoliInstitute of Robotics and Industrial Informatics (CSIC-UPC)Verified email at iri.upc.edu
Marc BolañosCTO and Co-founder at www.aigecko.comVerified email at ub.edu
debora gilComputer Vision Center, Comp. Science Dep. UABVerified email at cvc.uab.es
Fernando VilariñoComputer Vision Center and Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Laura IgualUniversity of BarcelonaVerified email at ub.edu
David RotgerResponsable de Transferencia de Tecnología y Valorización (CVC, UAB)Verified email at cvc.uab.cat
Santi SeguíUniversitat de Barcelona (UB)Verified email at ub.edu
Estefanía Talavera MartínezAssistant Professor, University of TwenteVerified email at utwente.nl
Xavier BaróUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Michał DrożdżalFacebook AI ResearchVerified email at fb.com
Panagiota SpyridonosAssistant Professor of Medical Informatics, University of IoanninaVerified email at cc.uoi.gr
Jaume Amoresmachine learning, computer vision, pattern recognitionVerified email at cvc.uab.es
Cristina CañeroIcar Vision SystemsVerified email at icarvision.com
Antonio Hernández-VelaComputer Vision Center / University of BarcelonaVerified email at cvc.uab.cat
Amir A. AminiEndowed Chair in Bioimaging, Fellow of the IEEE, AIMBE, and of SPIE, University of LouisvilleVerified email at louisville.edu

petia radeva

Full professor, University of Barcelona, Senior Researcher, Computer Vision Center

Verified email at ub.edu - Homepage

Deep learning Computer Vision Medical Imaging e-Health Machine Learning


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Human activity recognition from accelerometer data using a wearable device P Casale, O Pujol, P Radeva Iberian conference on pattern recognition and image analysis, 289-296, 2011	374	2011
Discriminant ECOC: A heuristic method for application dependent design of error correcting output codes O Pujol, P Radeva, J Vitria IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (6), 1007-1012, 2006	302	2006
On the decoding process in ternary error-correcting output codes S Escalera, O Pujol, P Radeva IEEE transactions on pattern analysis and machine intelligence 32 (1), 120-134, 2008	292	2008
Traffic sign recognition using evolutionary adaboost detection and forest-ECOC classification X Baró, S Escalera, J Vitria, O Pujol, P Radeva IEEE Transactions on Intelligent Transportation Systems 10 (1), 113-126, 2009	256	2009
Deformable B-solids and implicit snakes for 3D localization and tracking of SPAMM MRI data P Radeva, AA Amini, J Huang Computer Vision and Image Understanding 66 (2), 163-178, 1997	176	1997
Personalization and user verification in wearable systems using biometric walking patterns P Casale, O Pujol, P Radeva Personal and Ubiquitous Computing 16 (5), 563-580, 2012	166	2012
Toward storytelling from visual lifelogging: An overview M Bolanos, M Dimiccoli, P Radeva IEEE Transactions on Human-Machine Systems 47 (1), 77-90, 2016	143	2016
Subclass problem-dependent design for error-correcting output codes S Escalera, DMJ Tax, O Pujol, P Radeva, RPW Duin IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (6), 1041-1054, 2008	129	2008
A convolutional neural network for automatic characterization of plaque composition in carotid ultrasound K Lekadir, A Galimzianova, À Betriu, M del Mar Vila, L Igual, DL Rubin, ... IEEE journal of biomedical and health informatics 21 (1), 48-55, 2016	125	2016
Separability of ternary codes for sparse designs of error-correcting output codes S Escalera, O Pujol, P Radeva Pattern Recognition Letters 30 (3), 285-297, 2009	125	2009
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation S Balocco, C Gatta, F Ciompi, A Wahle, P Radeva, S Carlier, G Unal, ... Computerized medical imaging and graphics 38 (2), 70-90, 2014	119	2014
Tag surface reconstruction and tracking of myocardial beads from SPAMM-MRI with parametric B-spline surfaces AA Amini, Y Chen, M Elayyadi, P Radeva IEEE transactions on medical imaging 20 (2), 94-103, 2001	119	2001
Distance learning for similarity estimation J Yu, J Amores, N Sebe, P Radeva, Q Tian IEEE transactions on pattern analysis and machine intelligence 30 (3), 451-462, 2008	113	2008
Late stent recoil of the bioabsorbable everolimus-eluting coronary stent and its relationship with plaque morphology S Tanimoto, N Bruining, RT van Domburg, D Rotger, P Radeva, ... Journal of the American College of Cardiology 52 (20), 1616-1620, 2008	111	2008
Blurred shape model for binary and grey-level symbol recognition S Escalera, A Fornés, O Pujol, P Radeva, G Sánchez, J Lladós Pattern Recognition Letters 30 (15), 1424-1433, 2009	104	2009
A snake for model-based segmentation P Radeva, J Serrat, E Marti Proceedings of IEEE International Conference on Computer Vision, 816-821, 1995	97	1995
New insight into intestinal motor function via noninvasive endoluminal image analysis C Malagelada, F De Iorio, F Azpiroz, A Accarino, S Segui, P Radeva, ... Gastroenterology 135 (4), 1155-1162, 2008	95	2008
Rayleigh mixture model for plaque characterization in intravascular ultrasound JC Seabra, F Ciompi, O Pujol, J Mauri, P Radeva, J Sanches IEEE Transactions on Biomedical Engineering 58 (5), 1314-1324, 2011	94	2011
SRBF: Speckle reducing bilateral filtering S Balocco, C Gatta, O Pujol, J Mauri, P Radeva Ultrasound in medicine & biology 36 (8), 1353-1363, 2010	92	2010
Context-based object-class recognition and retrieval by generalized correlograms J Amores, N Sebe, P Radeva IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (10), 1818 …, 2007	89	2007

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