Carlo Gatta

56 papers A* 1A 2B 1C 1Misc 6Journal 24Unranked 21
YearRankTypeTitle / Venue / Authors
2022 — conf
Area Under the ROC Curve Maximization for Metric Learning.
CVPR Workshops
Bojana Gajic, Ariel Amato, Ramon Baldrich, Joost van de Weijer, Carlo Gatta
2021 J jnl
Fast hard negative mining for deep metric learning.
Pattern Recognit.
Bojana Gajic, Ariel Amato, Carlo Gatta
2019 A conf
Bag of Negatives for Siamese Architectures.
BMVC
Bojana Gajic, Ariel Amato, Ramón Baldrich, Carlo Gatta
2019 J jnl
Bag of Negatives for Siamese Architectures.
CoRR
Bojana Gajic, Ariel Amato, Ramon Baldrich, Carlo Gatta
2017 — conf
Gamut Mapping in RGB Colour Spaces with the Iterative Ratios Diffusion Algorithm.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Carlo Gatta, Ivar Farup
2016 J jnl
Editorial.
Comput. Medical Imaging Graph.
Su-Lin Lee, Simone Balocco, Carlo Gatta, Stefanie Demirci, Geir Arne Tangen
2016 J jnl
On the completeness of feature-driven maximally stable extremal regions.
Pattern Recognit. Lett.
Pedro Martins, Paulo Carvalho, Carlo Gatta
2016 J jnl
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Manuel Campos-Taberner, Adriana Romero-Soriano, Carlo Gatta, Gustau Camps-Valls, Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu, Michal Shimoni, Gabriele Moser, Devis Tuia
2016 J jnl
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Adriana Romero, Carlo Gatta, Gustau Camps-Valls
2015 — conf
FitNets: Hints for Thin Deep Nets.
ICLR (Poster)
Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, Yoshua Bengio
2015 J jnl
Meta-Parameter Free Unsupervised Sparse Feature Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Adriana Romero, Petia Radeva, Carlo Gatta
2015 C conf
Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination.
IGARSS
Manuel Campos-Taberner, Adriana Romero, Carlo Gatta, Gustau Camps-Valls
2015 J jnl
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification.
CoRR
Adriana Romero, Carlo Gatta, Gustau Camps-Valls
2014 J jnl
Diaphragm border detection in coronary X-ray angiographies: New method and applications.
Comput. Medical Imaging Graph.
Simeon Petkov, Xavier Carrillo, Petia Radeva, Carlo Gatta
2014 J jnl
No more meta-parameter tuning in unsupervised sparse feature learning.
CoRR
Adriana Romero, Petia Radeva, Carlo Gatta
2014 J jnl
Semantic Pyramids for Gender and Action Recognition.
IEEE Trans. Image Process.
Fahad Shahbaz Khan, Joost van de Weijer, Rao Muhammad Anwer, Michael Felsberg, Carlo Gatta
2014 J jnl
Stacked Sequential Scale-SpaceTaylor Context.
IEEE Trans. Pattern Anal. Mach. Intell.
Carlo Gatta, Francesco Ciompi
2014 J jnl
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.
Comput. Medical Imaging Graph.
Simone Balocco, Carlo Gatta, Francesco Ciompi, Andreas Wahle, Petia Radeva, Stéphane G. Carlier, Gözde B. Ünal, Elias Sanidas, Josepa Mauri, Xavier Carrillo, Tomas Kovarnik, Ching-Wei Wang, Hsiang-Chou Chen, Themis P. Exarchos, Dimitrios I. Fotiadis, François Destrempes, Guy Cloutier, Oriol Pujol, Marina Alberti, Eduardo Gerardo Mendizabal Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe, Ioannis A. Kakadiaris
2014 — conf
Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep Networks.
CVPR Workshops
Carlo Gatta, Adriana Romero, Joost van de Weijer
2014 — conf
Unsupervised deep feature extraction of hyperspectral images.
WHISPERS
Adriana Romero, Carlo Gatta, Gustavo Camps-Valls
2013 Misc conf
Do We Really Need All These Neurons?
IbPRIA
Adriana Romero, Carlo Gatta
2012 J jnl
Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies.
IEEE Trans. Inf. Technol. Biomed.
Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Manel Sabate, Petia Radeva
2012 J jnl
Automatic Bifurcation Detection in Coronary IVUS Sequences.
IEEE Trans. Biomed. Eng.
Marina Alberti, Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva
2012 A conf
Context Aware Keypoint Extraction for Robust Image Representation.
BMVC
Pedro Martins, Paulo Carvalho, Carlo Gatta
2012 J jnl
HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound.
Medical Image Anal.
Francesco Ciompi, Oriol Pujol, Carlo Gatta, Marina Alberti, Simone Balocco, Xavier Carrillo, Josepa Mauri-Ferre, Petia Radeva
2012 — conf
Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies.
STACOM
Simeon Petkov, Adriana Romero, Xavier Carrillo Suarez, Petia Radeva, Carlo Gatta
2011 — conf
A Holistic Approach for the Detection of Media-Adventitia Border in IVUS.
MICCAI (3)
Francesco Ciompi, Oriol Pujol, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva
2011 — conf
Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation.
MICCAI (3)
Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Petia Radeva
2011 Misc conf
Automatic Branching Detection in IVUS Sequences.
IbPRIA
Marina Alberti, Carlo Gatta, Simone Balocco, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva
2011 Misc conf
Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation.
IbPRIA
Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Xavier Carrillo, Josepa Mauri, Petia Radeva
2011 J jnl
Multi-scale stacked sequential learning.
Pattern Recognit.
Carlo Gatta, Eloi Puertas, Oriol Pujol
2011 Misc conf
Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow.
IbPRIA
Carlo Gatta, Simone Balocco, Victoria Martin-Yuste, Ruben Leta, Petia Radeva
2011 — conf
Plaque type, plaque burden, and wall shear stress relation in coronary arteries assessed by x-ray angiography and intravascular ultrasound: a qualitative study.
ISABEL
Simone Balocco, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva
2011 A* conf
Simultaneous correspondence and non-rigid 3D reconstruction of the coronary tree from single X-ray images.
ICCV
Eduard Serradell, Adriana Romero, Ruben Leta, Carlo Gatta, Francesc Moreno-Noguer
2010 — conf
Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation.
MICCAI (2)
Carlo Gatta, Simone Balocco, Francesco Ciompi, Rayyan Hemetsberger, Oriol Rodriguez-Leor, Petia Radeva
2009 B conf
Bilateral enhancers.
ICIP
Carlo Gatta, Petia Radeva
2009 Misc conf
Enhancing In-Vitro IVUS Data for Tissue Characterization.
IbPRIA
Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva
2009 J jnl
Fast Rigid Registration of Vascular Structures in IVUS Sequences.
IEEE Trans. Inf. Technol. Biomed.
Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva
2009 — conf
Multi-Scale Multi-Resolution Stacked Sequential Learning.
CCIA
Eloi Puertas, Carlo Gatta, Oriol Pujol
2009 — conf
Multi-scale Stacked Sequential Learning.
MCS
Oriol Pujol, Eloi Puertas, Carlo Gatta
2009 Misc conf
Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography.
IbPRIA
Carlo Gatta, Juan Diego Gomez Valencia, Francesco Ciompi, Oriol Rodriguez-Leor, Petia Radeva
2008 J jnl
A Spatially Variant White-Patch and Gray-World Method for Color Image Enhancement Driven by Local Contrast.
IEEE Trans. Pattern Anal. Mach. Intell.
Edoardo Provenzi, Carlo Gatta, Massimo Fierro, Alessandro Rizzi
2008 — conf
Robust Image-Based IVUS Pullbacks Gating.
MICCAI (2)
Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva
2007 J jnl
A Multiscale Framework for Spatial Gamut Mapping.
IEEE Trans. Image Process.
Ivar Farup, Carlo Gatta, Alessandro Rizzi
2007 J jnl
Perceptually inspired HDR images tone mapping with color correction.
Int. J. Imaging Syst. Technol.
Carlo Gatta, Alessandro Rizzi, Daniele Marini
2006 J jnl
Speed-up Technique for a Local Automatic Colour Equalization Model.
Comput. Graph. Forum
Alessandro Artusi, Carlo Gatta, Daniele Marini, Werner Purgathofer, Alessandro Rizzi
2005 — conf
Linear techniques for image sequence processing acceleration.
Color Imaging: Processing, Hardcopy, and Applications
Majed Chambah, Carlo Gatta, Alessandro Rizzi
2005 — conf
Unsupervised Color Film Restoration Using Adaptive Color Equalization.
VISUAL
Alessandro Rizzi, Carlo Gatta, C. Slanzi, Gianluigi Ciocca, Raimondo Schettini
2004 J jnl
From Retinex to Automatic Color Equalization: issues in developing a new algorithm for unsupervised color equalization.
J. Electronic Imaging
Alessandro Rizzi, Carlo Gatta, Daniele Marini
2004 — conf
Human-visual-system-inspired tone mapping algorithm for HDR images.
Human Vision and Electronic Imaging
Alessandro Rizzi, Carlo Gatta, Benedetta Piacentini, Massimo Fierro, Daniele Marini
2004 — conf
Proposal for a new method to speed up local color correction algorithms.
Color Imaging: Processing, Hardcopy, and Applications
Carlo Gatta, Samuele Vacchi, Daniele Marini, Alessandro Rizzi
2003 J jnl
A new algorithm for unsupervised global and local color correction.
Pattern Recognit. Lett.
Alessandro Rizzi, Carlo Gatta, Daniele Marini
2003 — conf
Perceptual approach for unsupervised digital color restoration of cinematographic archives.
Color Imaging: Processing, Hardcopy, and Applications
Majed Chambah, Alessandro Rizzi, Carlo Gatta, Bernard Besserer, Daniele Marini
2003 — conf
YACCD: Yet Another Color Constancy Database.
Color Imaging: Processing, Hardcopy, and Applications
Alessandro Rizzi, Carlo Gatta, Daniele Marini
2002 — conf
ACE: An Automatic Color Equalization Algorithm.
CGIV
Carlo Gatta, Alessandro Rizzi, Daniele Marini
2002 — conf
Color correction between gray world and white patch.
Human Vision and Electronic Imaging
Alessandro Rizzi, Carlo Gatta, Daniele Marini