Carlo Gatta

According to our database, Carlo Gatta authored at least 53 papers between 2002 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Area Under the ROC Curve Maximization for Metric Learning.

Bojana Gajic, Ariel Amato, Ramon Baldrich, Joost van de Weijer, Carlo Gatta

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Fast hard negative mining for deep metric learning.

Bojana Gajic, Ariel Amato, Carlo Gatta

Pattern Recognit., 2021

2019

Bag of Negatives for Siamese Architectures.

Bojana Gajic, Ariel Amato, Ramón Baldrich, Carlo Gatta

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2017

Gamut Mapping in RGB Colour Spaces with the Iterative Ratios Diffusion Algorithm.

Carlo Gatta, Ivar Farup

Proceedings of the Color Imaging XXII: Displaying, 2017

2016

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification.

Adriana Romero, Carlo Gatta, Gustau Camps-Valls

IEEE Trans. Geosci. Remote. Sens., 2016

Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest.

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

On the completeness of feature-driven maximally stable extremal regions.

Pedro Martins, Paulo Carvalho, Carlo Gatta

Pattern Recognit. Lett., 2016

Editorial.

Su-Lin Lee, Simone Balocco, Carlo Gatta, Stefanie Demirci, Geir Arne Tangen

Comput. Medical Imaging Graph., 2016

2015

Meta-Parameter Free Unsupervised Sparse Feature Learning.

Adriana Romero, Petia Radeva, Carlo Gatta

IEEE Trans. Pattern Anal. Mach. Intell., 2015

FitNets: Hints for Thin Deep Nets.

Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, Yoshua Bengio

Proceedings of the 3rd International Conference on Learning Representations, 2015

Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination.

Manuel Campos-Taberner, Adriana Romero, Carlo Gatta, Gustau Camps-Valls

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Semantic Pyramids for Gender and Action Recognition.

Fahad Shahbaz Khan, Joost van de Weijer, Rao Muhammad Anwer, Michael Felsberg, Carlo Gatta

IEEE Trans. Image Process., 2014

Stacked Sequential Scale-SpaceTaylor Context.

Carlo Gatta, Francesco Ciompi

IEEE Trans. Pattern Anal. Mach. Intell., 2014

No more meta-parameter tuning in unsupervised sparse feature learning.

Adriana Romero, Petia Radeva, Carlo Gatta

CoRR, 2014

Diaphragm border detection in coronary X-ray angiographies: New method and applications.

Simeon Petkov, Xavier Carrillo, Petia Radeva, Carlo Gatta

Comput. Medical Imaging Graph., 2014

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.

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

Comput. Medical Imaging Graph., 2014

Unsupervised deep feature extraction of hyperspectral images.

Adriana Romero, Carlo Gatta, Gustavo Camps-Valls

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep Networks.

Carlo Gatta, Adriana Romero, Joost van de Weijer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Do We Really Need All These Neurons?

Adriana Romero, Carlo Gatta

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies.

Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Manel Sabate, Petia Radeva

IEEE Trans. Inf. Technol. Biomed., 2012

Automatic Bifurcation Detection in Coronary IVUS Sequences.

Marina Alberti, Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva

IEEE Trans. Biomed. Eng., 2012

HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound.

Francesco Ciompi, Oriol Pujol, Carlo Gatta, Marina Alberti, Simone Balocco, Xavier Carrillo, Josepa Mauri-Ferre, Petia Radeva

Medical Image Anal., 2012

Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies.

Simeon Petkov, Adriana Romero, Xavier Carrillo Suarez, Petia Radeva, Carlo Gatta

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Context Aware Keypoint Extraction for Robust Image Representation.

Pedro Martins, Paulo Carvalho, Carlo Gatta

Proceedings of the British Machine Vision Conference, 2012

2011

Multi-scale stacked sequential learning.

Carlo Gatta, Eloi Puertas, Oriol Pujol

Pattern Recognit., 2011

Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation.

Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Petia Radeva

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A Holistic Approach for the Detection of Media-Adventitia Border in IVUS.

Francesco Ciompi, Oriol Pujol, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Plaque type, plaque burden, and wall shear stress relation in coronary arteries assessed by x-ray angiography and intravascular ultrasound: a qualitative study.

Simone Balocco, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Simultaneous correspondence and non-rigid 3D reconstruction of the coronary tree from single X-ray images.

Eduard Serradell, Adriana Romero, Ruben Leta, Carlo Gatta, Francesc Moreno-Noguer

Proceedings of the IEEE International Conference on Computer Vision, 2011

Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow.

Carlo Gatta, Simone Balocco, Victoria Martin-Yuste, Ruben Leta, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation.

Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Xavier Carrillo, Josepa Mauri, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Automatic Branching Detection in IVUS Sequences.

Marina Alberti, Carlo Gatta, Simone Balocco, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation.

Carlo Gatta, Simone Balocco, Francesco Ciompi, Rayyan Hemetsberger, Oriol Rodriguez-Leor, Petia Radeva

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Fast Rigid Registration of Vascular Structures in IVUS Sequences.

Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva

IEEE Trans. Inf. Technol. Biomed., 2009

Bilateral enhancers.

Carlo Gatta, Petia Radeva

Proceedings of the International Conference on Image Processing, 2009

Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography.

Carlo Gatta, Juan Diego Gomez Valencia, Francesco Ciompi, Oriol Rodriguez-Leor, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Enhancing In-Vitro IVUS Data for Tissue Characterization.

Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Multi-Scale Multi-Resolution Stacked Sequential Learning.

Eloi Puertas, Carlo Gatta, Oriol Pujol

Proceedings of the Artificial Intelligence Research and Development, 2009

2008

A Spatially Variant White-Patch and Gray-World Method for Color Image Enhancement Driven by Local Contrast.

Edoardo Provenzi, Carlo Gatta, Massimo Fierro, Alessandro Rizzi

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Robust Image-Based IVUS Pullbacks Gating.

Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007

A Multiscale Framework for Spatial Gamut Mapping.

Ivar Farup, Carlo Gatta, Alessandro Rizzi

IEEE Trans. Image Process., 2007

Perceptually inspired HDR images tone mapping with color correction.

Carlo Gatta, Alessandro Rizzi, Daniele Marini

Int. J. Imaging Syst. Technol., 2007

2006

Speed-up Technique for a Local Automatic Colour Equalization Model.

Alessandro Artusi, Carlo Gatta, Daniele Marini, Werner Purgathofer, Alessandro Rizzi

Comput. Graph. Forum, 2006

2005

Unsupervised Color Film Restoration Using Adaptive Color Equalization.

Alessandro Rizzi, Carlo Gatta, C. Slanzi, Gianluigi Ciocca, Raimondo Schettini

Proceedings of the Visual Information and Information Systems, 2005

Linear techniques for image sequence processing acceleration.

Majed Chambah, Carlo Gatta, Alessandro Rizzi

Proceedings of the Color Imaging X: Processing, Hardcopy, and Applications, San Jose, 2005

2004

From Retinex to Automatic Color Equalization: issues in developing a new algorithm for unsupervised color equalization.

Alessandro Rizzi, Carlo Gatta, Daniele Marini

J. Electronic Imaging, 2004

Human-visual-system-inspired tone mapping algorithm for HDR images.

Alessandro Rizzi, Carlo Gatta, Benedetta Piacentini, Massimo Fierro, Daniele Marini

Proceedings of the Human Vision and Electronic Imaging IX, 2004

Proposal for a new method to speed up local color correction algorithms.

Carlo Gatta, Samuele Vacchi, Daniele Marini, Alessandro Rizzi

Proceedings of the Color Imaging IX: Processing, Hardcopy, and Applications, San Jose, 2004

2003

A new algorithm for unsupervised global and local color correction.

Alessandro Rizzi, Carlo Gatta, Daniele Marini

Pattern Recognit. Lett., 2003

YACCD: Yet Another Color Constancy Database.

Alessandro Rizzi, Carlo Gatta, Daniele Marini

Proceedings of the Color Imaging VIII: Processing, Hardcopy, and Applications, Santa Clara, 2003

Perceptual approach for unsupervised digital color restoration of cinematographic archives.

Majed Chambah, Alessandro Rizzi, Carlo Gatta, Bernard Besserer, Daniele Marini

Proceedings of the Color Imaging VIII: Processing, Hardcopy, and Applications, Santa Clara, 2003

2002

Color correction between gray world and white patch.

Alessandro Rizzi, Carlo Gatta, Daniele Marini

Proceedings of the Human Vision and Electronic Imaging VII, 2002

ACE: An Automatic Color Equalization Algorithm.

Carlo Gatta, Alessandro Rizzi, Daniele Marini

Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002