Carlo Gatta

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Adriana Romero-SorianoFundamental AI Research, MetaVerified email at fb.com
petia radevaFull professor, University of Barcelona, Senior Researcher Barcelona Supercomputing CenterVerified email at ub.edu
Alessandro RizziDip. Informatica - Università degli Studi di MilanoVerified email at unimi.it
Daniele L. R. MariniUniversità degli Studi di Milano - RetiredVerified email at unimi.it
Oriol PujolFull Professor of Computer Science and Artificial Intelligence, Universitat de BarcelonaVerified email at ub.edu
Francesco CiompiRadboud University Medical Center, NijmegenVerified email at radboudumc.nl
Nicolas BallasMeta AI ResearchVerified email at meta.com
Samira Ebrahimi KahouAssistant Professor, University of Calgary/Mila/Canada CIFAR AI ChairVerified email at ucalgary.ca
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Gustau Camps-Valls (ORCID: 0000-00...Professor. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Antonio Hernández-VelaComputer Vision Center / University of BarcelonaVerified email at cvc.uab.cat
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at ub.edu
Laura IgualUniversity of BarcelonaVerified email at ub.edu
P CarvalhoProfessor de Engenharia Informática, Universidade de CoimbraVerified email at dei.uc.pt
Pedro MartinsCISUC, University of CoimbraVerified email at dei.uc.pt
Edoardo ProvenziProfessor of Mathematics, IMBVerified email at u-bordeaux.fr
Ivar FarupProfessor, NTNU – Norwegian University of Science and Technology, Gjøvik, NorwayVerified email at ntnu.no
Eduard SerradellInstitut de Robòtica i Informàtica Industrial de BarcelonaVerified email at iri.upc.edu
Francesc Moreno-NoguerAmazon ScienceVerified email at amazon.es

Carlo Gatta

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Deep Learning Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Fitnets: Hints for thin deep nets A Romero, N Ballas, SE Kahou, A Chassang, C Gatta, Y Bengio arXiv preprint arXiv:1412.6550, 2014	5761	2014
Unsupervised deep feature extraction for remote sensing image classification A Romero, C Gatta, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1349-1362, 2015	832	2015
A new algorithm for unsupervised global and local color correction A Rizzi, C Gatta, D Marini Pattern Recognition Letters 24 (11), 1663-1677, 2003	469	2003
A spatially variant white-patch and gray-world method for color image enhancement driven by local contrast E Provenzi, C Gatta, M Fierro, A Rizzi IEEE transactions on pattern analysis and machine intelligence 30 (10), 1757 …, 2008	243	2008
From Retinex to Automatic Color Equalization: issues in developing a new algorithm for unsupervised color equalization A Rizzi, C Gatta, D Marini Journal of Electronic Imaging 13 (1), 75-84, 2004	205	2004
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	168	2014
Processing of extremely high-resolution Lidar and RGB data: outcome of the 2015 IEEE GRSS data fusion contest–part a: 2-D contest M Campos-Taberner, A Romero-Soriano, C Gatta, G Camps-Valls, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016	129	2016
SRBF: Speckle reducing bilateral filtering S Balocco, C Gatta, O Pujol, J Mauri, P Radeva Ultrasound in medicine & biology 36 (8), 1353-1363, 2010	126	2010
Fitnets: Hints for thin deep nets. arXiv 2014 A Romero, N Ballas, SE Kahou, A Chassang, C Gatta, Y Bengio arXiv preprint arXiv:1412.6550, 2014	101	2014
Color correction between gray world and white patch A Rizzi, C Gatta, D Marini Human Vision and Electronic Imaging VII 4662, 367-375, 2002	101	2002
Semantic Pyramids for Gender and Action Recognition F Shahbaz, J van de Weijer, MA Rao, M Felsberg, C Gatta IEEE, 2014	87*	2014
Ace: An automatic color equalization algorithm C Gatta, A Rizzi, D Marini Conference on colour in graphics, imaging, and vision 1, 316-320, 2002	78	2002
HoliMAb: A holistic approach for Media–Adventitia border detection in intravascular ultrasound F Ciompi, O Pujol, C Gatta, M Alberti, S Balocco, X Carrillo, J Mauri-Ferre, ... Medical image analysis 16 (6), 1085-1100, 2012	72	2012
Accurate coronary centerline extraction, caliber estimation and catheter detection in angiographies A Hernández-Vela, C Gatta, S Escalera, L Igual, V Martin-Yuste, M Sabaté, ... IEEE, 2012	71	2012
A multiscale framework for spatial gamut mapping I Farup, C Gatta, A Rizzi IEEE Transactions on Image Processing 16 (10), 2423-2435, 2007	65	2007
Automatic bifurcation detection in coronary IVUS sequences M Alberti, S Balocco, C Gatta, F Ciompi, O Pujol, J Silva, X Carrillo, ... IEEE transactions on biomedical engineering 59 (4), 1022-1031, 2012	51	2012
Fast rigid registration of vascular structures in IVUS sequences C Gatta, O Pujol, OR Leor, JM Ferre, P Radeva IEEE Transactions on Information Technology in Biomedicine 13 (6), 1006-1011, 2009	45	2009
Perceptual approach for unsupervised digital color restoration of cinematographic archives M Chambah, A Rizzi, C Gatta, B Besserer, D Marini Procs. SPIE/IS&T Electronic Imaging 5008, 138-149, 2003	44	2003
Systems and methods for performing an image-based gating procedure during an IVUS imaging procedure C Gatta, PI Radeva, JM Ferré, OP Vila, O Rodriguez, D Rotger, ... US Patent 8,396,276, 2013	42	2013
Simultaneous correspondence and non-rigid 3D reconstruction of the coronary tree from single X-ray images E Serradell, A Romero, R Leta, C Gatta, F Moreno-Noguer 2011 International Conference on Computer Vision, 850-857, 2011	42	2011

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