Carlo Gatta
Carlo Gatta
Head of Machine Learning Team @ Vintra Inc.
Verified email at vintra.io
TitleCited byYear
Fitnets: Hints for thin deep nets
A Romero, N Ballas, SE Kahou, A Chassang, C Gatta, Y Bengio
arXiv preprint arXiv:1412.6550, 2014
8432014
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
3532015
A new algorithm for unsupervised global and local color correction
A Rizzi, C Gatta, D Marini
Pattern Recognition Letters 24 (11), 1663-1677, 2003
3392003
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
1832008
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
1712004
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
762014
SRBF: Speckle reducing bilateral filtering
S Balocco, C Gatta, O Pujol, J Mauri, P Radeva
Ultrasound in medicine & biology 36 (8), 1353-1363, 2010
712010
Color correction between gray world and white patch
A Rizzi, C Gatta, D Marini
Human Vision and Electronic Imaging VII 4662, 367-375, 2002
572002
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
552012
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
542016
Semantic Pyramids for Gender and Action Recognition
F Shahbaz, J van de Weijer, MA Rao, M Felsberg, C Gatta
IEEE, 2014
54*2014
A multiscale framework for spatial gamut mapping
I Farup, C Gatta, A Rizzi
IEEE Transactions on Image Processing 16 (10), 2423-2435, 2007
542007
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
512012
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
512012
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
482012
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
422002
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
412012
Multi-scale stacked sequential learning
C Gatta, E Puertas, O Pujol
Pattern Recognition 44 (10-11), 2414-2426, 2011
352011
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
342013
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
312009
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Articles 1–20