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2020 – today
- 2022
[c32]Bojana Gajic, Ariel Amato, Ramon Baldrich, Joost van de Weijer
, Carlo Gatta:
Area Under the ROC Curve Maximization for Metric Learning. CVPR Workshops 2022: 2806-2815- 2021
- [j21]Bojana Gajic, Ariel Amato, Carlo Gatta:
Fast hard negative mining for deep metric learning. Pattern Recognit. 112: 107795 (2021)
2010 – 2019
- 2019
- [c31]Bojana Gajic, Ariel Amato, Ramón Baldrich, Carlo Gatta:
Bag of Negatives for Siamese Architectures. BMVC 2019: 84 - [i3]Bojana Gajic, Ariel Amato, Ramon Baldrich, Carlo Gatta:
Bag of Negatives for Siamese Architectures. CoRR abs/1908.02391 (2019) - 2017
- [c30]Carlo Gatta, Ivar Farup:
Gamut Mapping in RGB Colour Spaces with the Iterative Ratios Diffusion Algorithm. Color Imaging: Displaying, Processing, Hardcopy, and Applications 2017: 12-20 - 2016
- [j20]Su-Lin Lee, Simone Balocco, Carlo Gatta, Stefanie Demirci, Geir Arne Tangen:
Editorial. Comput. Medical Imaging Graph. 50: 1 (2016) - [j19]Pedro Martins, Paulo Carvalho, Carlo Gatta:
On the completeness of feature-driven maximally stable extremal regions. Pattern Recognit. Lett. 74: 9-16 (2016) - [j18]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): 5547-5559 (2016) - [j17]Adriana Romero, Carlo Gatta, Gustau Camps-Valls:
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(3): 1349-1362 (2016) - 2015
- [j16]Adriana Romero, Petia Radeva, Carlo Gatta:
Meta-Parameter Free Unsupervised Sparse Feature Learning. IEEE Trans. Pattern Anal. Mach. Intell. 37(8): 1716-1722 (2015) - [c29]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: 4169-4172 - [c28]Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, Yoshua Bengio:
FitNets: Hints for Thin Deep Nets. ICLR (Poster) 2015 - [i2]Adriana Romero, Carlo Gatta, Gustau Camps-Valls:
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification. CoRR abs/1511.08131 (2015) - 2014
- [j15]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:
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comput. Medical Imaging Graph. 38(2): 70-90 (2014) - [j14]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): 296-305 (2014) - [j13]Carlo Gatta, Francesco Ciompi:
Stacked Sequential Scale-SpaceTaylor Context. IEEE Trans. Pattern Anal. Mach. Intell. 36(8): 1694-1700 (2014) - [j12]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): 3633-3645 (2014) - [c27]Carlo Gatta, Adriana Romero, Joost van de Weijer:
Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep Networks. CVPR Workshops 2014: 504-511 - [c26]Adriana Romero, Carlo Gatta, Gustavo Camps-Valls:
Unsupervised deep feature extraction of hyperspectral images. WHISPERS 2014: 1-4 - [i1]Adriana Romero, Petia Radeva, Carlo Gatta:
No more meta-parameter tuning in unsupervised sparse feature learning. CoRR abs/1402.5766 (2014) - 2013
- [c25]Adriana Romero, Carlo Gatta:
Do We Really Need All These Neurons? IbPRIA 2013: 460-467 - 2012
- [j11]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): 1085-1100 (2012) - [j10]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): 1022-1031 (2012) - [j9]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): 1332-1340 (2012) - [c24]Pedro Martins, Paulo Carvalho, Carlo Gatta:
Context Aware Keypoint Extraction for Robust Image Representation. BMVC 2012: 1-12 - [c23]Simeon Petkov, Adriana Romero, Xavier Carrillo Suarez, Petia Radeva, Carlo Gatta:
Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies. STACOM 2012: 225-234 - 2011
- [j8]Carlo Gatta, Eloi Puertas, Oriol Pujol:
Multi-scale stacked sequential learning. Pattern Recognit. 44(10-11): 2414-2426 (2011) - [c22]Marina Alberti, Carlo Gatta, Simone Balocco, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva:
Automatic Branching Detection in IVUS Sequences. IbPRIA 2011: 126-133 - [c21]Carlo Gatta, Simone Balocco, Victoria Martin-Yuste, Ruben Leta, Petia Radeva:
Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow. IbPRIA 2011: 159-166 - [c20]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: 556-563 - [c19]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: 850-857 - [c18]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: 75:1-75:5 - [c17]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: 411-419 - [c16]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: 496-503 - 2010
- [c15]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: 59-67
2000 – 2009
- 2009
- [j7]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): 1006-1011 (2009) - [c14]Eloi Puertas, Carlo Gatta, Oriol Pujol:
Multi-Scale Multi-Resolution Stacked Sequential Learning. CCIA 2009: 112-118 - [c13]Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva:
Enhancing In-Vitro IVUS Data for Tissue Characterization. IbPRIA 2009: 241-248 - [c12]Carlo Gatta, Juan Diego Gomez Valencia, Francesco Ciompi, Oriol Rodriguez-Leor, Petia Radeva:
Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography. IbPRIA 2009: 249-256 - [c11]Carlo Gatta, Petia Radeva:
Bilateral enhancers. ICIP 2009: 3161-3164 - [c10]Oriol Pujol, Eloi Puertas, Carlo Gatta:
Multi-scale Stacked Sequential Learning. MCS 2009: 262-271 - 2008
- [j6]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): 1757-1770 (2008) - [c9]Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva:
Robust Image-Based IVUS Pullbacks Gating. MICCAI (2) 2008: 518-525 - 2007
- [j5]Carlo Gatta, Alessandro Rizzi, Daniele Marini:
Perceptually inspired HDR images tone mapping with color correction. Int. J. Imaging Syst. Technol. 17(5): 285-294 (2007) - [j4]Ivar Farup, Carlo Gatta, Alessandro Rizzi:
A Multiscale Framework for Spatial Gamut Mapping. IEEE Trans. Image Process. 16(10): 2423-2435 (2007) - 2006
- [j3]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): 5-14 (2006) - 2005
- [c8]Majed Chambah, Carlo Gatta, Alessandro Rizzi:
Linear techniques for image sequence processing acceleration. Color Imaging: Processing, Hardcopy, and Applications 2005: 263-274 - [c7]Alessandro Rizzi, Carlo Gatta, C. Slanzi, Gianluigi Ciocca, Raimondo Schettini:
Unsupervised Color Film Restoration Using Adaptive Color Equalization. VISUAL 2005: 1-12 - 2004
- [j2]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): 75-84 (2004) - [c6]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: 203-212 - [c5]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: 57-68 - 2003
- [j1]Alessandro Rizzi, Carlo Gatta, Daniele Marini:
A new algorithm for unsupervised global and local color correction. Pattern Recognit. Lett. 24(11): 1663-1677 (2003) - [c4]Alessandro Rizzi, Carlo Gatta, Daniele Marini:
YACCD: Yet Another Color Constancy Database. Color Imaging: Processing, Hardcopy, and Applications 2003: 24-35 - [c3]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: 138-149 - 2002
- [c2]Carlo Gatta, Alessandro Rizzi, Daniele Marini:
ACE: An Automatic Color Equalization Algorithm. CGIV 2002: 316-320 - [c1]Alessandro Rizzi, Carlo Gatta, Daniele Marini:
Color correction between gray world and white patch. Human Vision and Electronic Imaging 2002: 367-375
Coauthor Index
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