Carlo Gatta

Cited by

	All	Since 2016
Citations	4150	2928
h-index	28	17
i10-index	42	26

780

390

195

585

200320042005200620072008200920102011201220132014201520162017201820192020202133 19 29 32 54 44 64 81 94 126 135 178 275 366 461 574 646 762 117

Co-authors

petia radevaFull professor, University of Barcelona, Senior Researcher, Computer Vision CenterVerified email at ub.edu
Alessandro RizziDept. of Computer Science, University of MilanoVerified email at unimi.it
Adriana Romero-SorianoFacebook AI ResearchVerified email at fb.com
Daniele L. R. MariniUniversità degli Studi di Milano - RetiredVerified email at unimi.it
Oriol PujolAssociate Professor of Computer Science, Universitat de BarcelonaVerified email at ub.edu
Francesco CiompiRadboud University Medical Center, NijmegenVerified email at radboudumc.nl
Gustau Camps-VallsProfessor. IEEE Fellow. ELLIS Fellow. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Nicolas BallasFacebook AI ResearchVerified email at fb.com
Samira Ebrahimi KahouAssociate Professor, École de technologie supérieure/MilaVerified email at etsmtl.ca
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Sergio EscaleraFull Professor, ICREA Academia, University of Barcelona, Computer Vision Center UAB, ELLIS FellowVerified email at maia.ub.es
Laura IgualUniversity of BarcelonaVerified email at ub.edu
P CarvalhoProfessor Associado de Engenharia Informática, Universidade de CoimbraVerified email at dei.uc.pt
Pedro MartinsCISUC, University of CoimbraVerified email at dei.uc.pt
Ivar FarupProfessor, NTNU – Norwegian University of Science and Technology, Gjøvik, NorwayVerified email at ntnu.no
Antonio Hernández-VelaComputer Vision Center / University of BarcelonaVerified email at cvc.uab.cat
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Edoardo ProvenziProfessor of Mathematics, IMBVerified email at u-bordeaux.fr
Eloi PuertasProfessor Col·laborador, Computer Science, Universitat de BarcelonaVerified email at maia.ub.es
Eduard SerradellInstitut de Robòtica i Informàtica Industrial de BarcelonaVerified email at iri.upc.edu

Carlo Gatta

Head of Machine Learning Team @ Vintra Inc.

Verified email at vintra.io

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	1455	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	510	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	380	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	202	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	186	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	102	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	82	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	82	2010
Semantic Pyramids for Gender and Action Recognition F Shahbaz, J van de Weijer, MA Rao, M Felsberg, C Gatta IEEE, 2014	64*	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	64	2002
A multiscale framework for spatial gamut mapping I Farup, C Gatta, A Rizzi IEEE Transactions on Image Processing 16 (10), 2423-2435, 2007	59	2007
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	55	2012
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	55	2012
Ace: An automatic color equalization algorithm C Gatta, A Rizzi, D Marini Conference on colour in graphics, imaging, and vision 2002 (1), 316-320, 2002	48	2002
Systems and methods for detecting and displaying body lumen bifurcations S Balocco, M Alberti, C Gatta, F Ciompi, O Pujol, X Carrillo, JM Ferre, ... US Patent App. 13/243,571, 2012	44	2012
SYSTEMS AND METHODS FOR DETECTING AND DISPLAYING BODY LUMEN BIFURCATIONS S Balocco, M Alberti, C Gatta, F Ciompi, O Pujol, X Carrillo, JM Ferre, ... US Patent 20,120,130,243, 2012	44	2012
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	42	2012
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	40	2003
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	36	2011
Multi-scale stacked sequential learning C Gatta, E Puertas, O Pujol Pattern Recognition 44 (10-11), 2414-2426, 2011	36	2011

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