petia radeva

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Oriol PujolFull Professor of Computer Science and Artificial Intelligence, Universitat de BarcelonaVerified email at ub.edu
Jordi VitriàProfessor of Computer Science, Universitat de BarcelonaVerified email at ub.edu
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at ub.edu
Marc BolañosCTO and Co-founder at www.aigecko.comVerified email at ub.edu
Mariella DimiccoliInstitute of Robotics and Industrial Informatics (CSIC-UPC)Verified email at iri.upc.edu
debora gilComputer Vision Center, Comp. Science Dep. UABVerified email at cvc.uab.es
Francesco CiompiRadboud University Medical Center, NijmegenVerified email at radboudumc.nl
Fernando VilariñoComputer Vision Center and Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Laura IgualUniversity of BarcelonaVerified email at ub.edu
David RotgerChief of Software R&D DepartmentVerified email at sensofar.com
Santi SeguíUniversitat de Barcelona (UB)Verified email at ub.edu
Estefanía Talavera MartínezAssistant Professor, University of TwenteVerified email at utwente.nl
Michał DrożdżalFundamental AI Research at MetaVerified email at fb.com
Xavier BaróUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Pierluigi CasaleFreelance Data Scientist / Professor at OPITVerified email at faculty.opit.com
Jaume Amoresmachine learning, computer vision, pattern recognitionVerified email at cvc.uab.es
Eduardo Aguilar TorresAcademic, Universidad Católica del NorteVerified email at ucn.cl
Jasjit Suri PhD MBA, FIEEE, FAIMBE,...Global Biomedical Technologies, Inc., CA, USA; Computer Engineering Dept., Idaho State UniversityVerified email at AtheroPoint.com
Cristina CañeroMitek SystemsVerified email at miteksystems.com
Maya AghaeiNHL Stenden UniversityVerified email at nhlstenden.com

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 Pattern Recognition and Image Analysis: 5th Iberian Conference, IbPRIA 2011 …, 2011	446	2011
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	339	2008
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	323	2006
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	272	2009
Personalization and user verification in wearable systems using biometric walking patterns P Casale, O Pujol, P Radeva Personal and Ubiquitous Computing 16, 563-580, 2012	215	2012
A convolutional neural network for automatic characterization of plaque composition in carotid ultrasound K Lekadir, A Galimzianova, A Betriu, M del Mar Vila, L Igual, DL Rubin, ... IEEE journal of biomedical and health informatics 21 (1), 48-55, 2016	189	2016
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	185	1997
Toward storytelling from visual lifelogging: An overview M Bolanos, M Dimiccoli, P Radeva IEEE Transactions on Human-Machine Systems 47 (1), 77-90, 2016	161	2016
SLSDeep: Skin lesion segmentation based on dilated residual and pyramid pooling networks MMK Sarker, HA Rashwan, F Akram, SF Banu, A Saleh, VK Singh, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018	148	2018
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	148	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	146	2014
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	140	2008
Simultaneous food localization and recognition M Bolanos, P Radeva 2016 23rd International conference on pattern recognition (ICPR), 3140-3145, 2016	128	2016
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	122	2001
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	118	2009
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	117	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	115	2008
Grab, pay, and eat: Semantic food detection for smart restaurants E Aguilar, B Remeseiro, M Bolaños, P Radeva IEEE Transactions on Multimedia 20 (12), 3266-3275, 2018	112	2018
SRBF: Speckle reducing bilateral filtering S Balocco, C Gatta, O Pujol, J Mauri, P Radeva Ultrasound in medicine & biology 36 (8), 1353-1363, 2010	110	2010
Generic feature learning for wireless capsule endoscopy analysis S Seguí, M Drozdzal, G Pascual, P Radeva, C Malagelada, F Azpiroz, ... Computers in biology and medicine 79, 163-172, 2016	106	2016

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