Carlo Gatta

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 9

Top Topics

Feature Representations

Metric Learning

Top Venues

Comput. Medical Imaging Graph.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Bojana Gajic, Ariel Amato, Ramon Baldrich, Joost van de Weijer, Carlo Gatta
Area Under the ROC Curve Maximization for Metric Learning. CVPR Workshops (2022)
Bojana Gajic, Ariel Amato, Carlo Gatta
Fast hard negative mining for deep metric learning. Pattern Recognit. 112 (2021)
Bojana Gajic, Ariel Amato, Ramón Baldrich, Carlo Gatta
Bag of Negatives for Siamese Architectures. BMVC (2019)
Bojana Gajic, Ariel Amato, Ramon Baldrich, Carlo Gatta
Bag of Negatives for Siamese Architectures. CoRR (2019)
Carlo Gatta, Ivar Farup
Gamut Mapping in RGB Colour Spaces with the Iterative Ratios Diffusion Algorithm. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2017)
Adriana Romero, Carlo Gatta, Gustau Camps-Valls
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Su-Lin Lee, Simone Balocco, Carlo Gatta, Stefanie Demirci, Geir Arne Tangen
Editorial. Comput. Medical Imaging Graph. 50 (2016)
Pedro Martins, Paulo Carvalho, Carlo Gatta
On the completeness of feature-driven maximally stable extremal regions. Pattern Recognit. Lett. 74 (2016)
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
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. 9 (12) (2016)
Adriana Romero, Petia Radeva, Carlo Gatta
Meta-Parameter Free Unsupervised Sparse Feature Learning. IEEE Trans. Pattern Anal. Mach. Intell. 37 (8) (2015)
Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, Yoshua Bengio
FitNets: Hints for Thin Deep Nets. ICLR (Poster) (2015)
Manuel Campos-Taberner, Adriana Romero, Carlo Gatta, Gustau Camps-Valls
Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination. IGARSS (2015)
Adriana Romero, Carlo Gatta, Gustau Camps-Valls
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification. CoRR (2015)
Adriana Romero, Petia Radeva, Carlo Gatta
No more meta-parameter tuning in unsupervised sparse feature learning. CoRR (2014)
Adriana Romero, Carlo Gatta, Gustavo Camps-Valls
Unsupervised deep feature extraction of hyperspectral images. WHISPERS (2014)
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, E. Gerardo Mendizabal-Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe, Ioannis A. Kakadiaris
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comput. Medical Imaging Graph. 38 (2) (2014)
Carlo Gatta, Francesco Ciompi
Stacked Sequential Scale-SpaceTaylor Context. IEEE Trans. Pattern Anal. Mach. Intell. 36 (8) (2014)
Carlo Gatta, Adriana Romero, Joost van de Weijer
Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep Networks. CVPR Workshops (2014)
Fahad Shahbaz Khan, Joost van de Weijer, Rao Muhammad Anwer, Michael Felsberg, Carlo Gatta
Semantic Pyramids for Gender and Action Recognition. IEEE Trans. Image Process. 23 (8) (2014)
Simeon Petkov, Xavier Carrillo, Petia Radeva, Carlo Gatta
Diaphragm border detection in coronary X-ray angiographies: New method and applications. Comput. Medical Imaging Graph. 38 (4) (2014)
Adriana Romero, Carlo Gatta
Do We Really Need All These Neurons? IbPRIA (2013)
Pedro Martins, Paulo Carvalho, Carlo Gatta
Context Aware Keypoint Extraction for Robust Image Representation. BMVC (2012)
Francesco Ciompi, Oriol Pujol, Carlo Gatta, Marina Alberti, Simone Balocco, Xavier Carrillo, Josepa Mauri-Ferre, Petia Radeva
HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound. Medical Image Anal. 16 (6) (2012)
Simeon Petkov, Adriana Romero, Xavier Carrillo Suarez, Petia Radeva, Carlo Gatta
Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies. STACOM (2012)
Marina Alberti, Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva
Automatic Bifurcation Detection in Coronary IVUS Sequences. IEEE Trans. Biomed. Eng. 59 (4) (2012)
Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Manel Sabate, Petia Radeva
Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Marina Alberti, Carlo Gatta, Simone Balocco, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva
Automatic Branching Detection in IVUS Sequences. IbPRIA (2011)
Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Petia Radeva
Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation. MICCAI (3) (2011)
Francesco Ciompi, Oriol Pujol, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva
A Holistic Approach for the Detection of Media-Adventitia Border in IVUS. MICCAI (3) (2011)
Eduard Serradell, Adriana Romero, Ruben Leta, Carlo Gatta, Francesc Moreno-Noguer
Simultaneous correspondence and non-rigid 3D reconstruction of the coronary tree from single X-ray images. ICCV (2011)
Carlo Gatta, Eloi Puertas, Oriol Pujol
Multi-scale stacked sequential learning. Pattern Recognit. 44 (10-11) (2011)
Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Xavier Carrillo, Josepa Mauri, Petia Radeva
Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation. IbPRIA (2011)
Carlo Gatta, Simone Balocco, Victoria Martin-Yuste, Ruben Leta, Petia Radeva
Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow. IbPRIA (2011)
Simone Balocco, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva
Plaque type, plaque burden, and wall shear stress relation in coronary arteries assessed by x-ray angiography and intravascular ultrasound: a qualitative study. ISABEL (2011)
Carlo Gatta, Simone Balocco, Francesco Ciompi, Rayyan Hemetsberger, Oriol Rodriguez-Leor, Petia Radeva
Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation. MICCAI (2) (2010)
Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva
Enhancing In-Vitro IVUS Data for Tissue Characterization. IbPRIA (2009)
Oriol Pujol, Eloi Puertas, Carlo Gatta
Multi-scale Stacked Sequential Learning. MCS (2009)
Carlo Gatta, Juan Diego Gomez Valencia, Francesco Ciompi, Oriol Rodriguez-Leor, Petia Radeva
Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography. IbPRIA (2009)
Carlo Gatta, Petia Radeva
Bilateral enhancers. ICIP (2009)
Eloi Puertas, Carlo Gatta, Oriol Pujol
Multi-Scale Multi-Resolution Stacked Sequential Learning. CCIA (2009)
Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva
Fast Rigid Registration of Vascular Structures in IVUS Sequences. IEEE Trans. Inf. Technol. Biomed. 13 (6) (2009)
Edoardo Provenzi, Carlo Gatta, Massimo Fierro, Alessandro Rizzi
A Spatially Variant White-Patch and Gray-World Method for Color Image Enhancement Driven by Local Contrast. IEEE Trans. Pattern Anal. Mach. Intell. 30 (10) (2008)
Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva
Robust Image-Based IVUS Pullbacks Gating. MICCAI (2) (2008)
Carlo Gatta, Alessandro Rizzi, Daniele Marini
Perceptually inspired HDR images tone mapping with color correction. Int. J. Imaging Syst. Technol. 17 (5) (2007)
Ivar Farup, Carlo Gatta, Alessandro Rizzi
A Multiscale Framework for Spatial Gamut Mapping. IEEE Trans. Image Process. 16 (10) (2007)
Alessandro Artusi, Carlo Gatta, Daniele Marini, Werner Purgathofer, Alessandro Rizzi
Speed-up Technique for a Local Automatic Colour Equalization Model. Comput. Graph. Forum 25 (1) (2006)
Alessandro Rizzi, Carlo Gatta, C. Slanzi, Gianluigi Ciocca, Raimondo Schettini
Unsupervised Color Film Restoration Using Adaptive Color Equalization. VISUAL (2005)
Majed Chambah, Carlo Gatta, Alessandro Rizzi
Linear techniques for image sequence processing acceleration. Color Imaging: Processing, Hardcopy, and Applications (2005)
Carlo Gatta, Samuele Vacchi, Daniele Marini, Alessandro Rizzi
Proposal for a new method to speed up local color correction algorithms. Color Imaging: Processing, Hardcopy, and Applications (2004)
Alessandro Rizzi, Carlo Gatta, Benedetta Piacentini, Massimo Fierro, Daniele Marini
Human-visual-system-inspired tone mapping algorithm for HDR images. Human Vision and Electronic Imaging (2004)
Alessandro Rizzi, Carlo Gatta, Daniele Marini
From Retinex to Automatic Color Equalization: issues in developing a new algorithm for unsupervised color equalization. J. Electronic Imaging 13 (1) (2004)
Alessandro Rizzi, Carlo Gatta, Daniele Marini
A new algorithm for unsupervised global and local color correction. Pattern Recognit. Lett. 24 (11) (2003)
Majed Chambah, Alessandro Rizzi, Carlo Gatta, Bernard Besserer, Daniele Marini
Perceptual approach for unsupervised digital color restoration of cinematographic archives. Color Imaging: Processing, Hardcopy, and Applications (2003)
Alessandro Rizzi, Carlo Gatta, Daniele Marini
YACCD: Yet Another Color Constancy Database. Color Imaging: Processing, Hardcopy, and Applications (2003)
Alessandro Rizzi, Carlo Gatta, Daniele Marini
Color correction between gray world and white patch. Human Vision and Electronic Imaging (2002)
Carlo Gatta, Alessandro Rizzi, Daniele Marini
ACE: An Automatic Color Equalization Algorithm. CGIV (2002)