Area Under the ROC Curve Maximization for Metric Learning.

Carlo Gatta Bojana Gajic Ariel Amato Ramon Baldrich Joost van de Weijer 0001 Carlo Gatta Area Under the ROC Curve Maximization for Metric Learning. 2806-2815 2022 CVPR Workshops https://doi.org/10.1109/CVPRW56347.2022.00318 conf/cvpr/2022w db/conf/cvpr/cvpr2022w.html#GajicAB0G22

Bojana Gajic Ariel Amato Carlo Gatta Fast hard negative mining for deep metric learning. 107795 2021 112 Pattern Recognit. https://doi.org/10.1016/j.patcog.2020.107795 db/journals/pr/pr112.html#GajicAG21

Bojana Gajic Ariel Amato Ramón Baldrich Carlo Gatta Bag of Negatives for Siamese Architectures. 84 2019 BMVC https://bmvc2019.org/wp-content/uploads/papers/0934-paper.pdf conf/bmvc/2019 db/conf/bmvc/bmvc2019.html#GajicABG19

Bojana Gajic Ariel Amato Ramon Baldrich Carlo Gatta Bag of Negatives for Siamese Architectures. 2019 abs/1908.02391 CoRR http://arxiv.org/abs/1908.02391 db/journals/corr/corr1908.html#abs-1908-02391

Carlo Gatta Ivar Farup Gamut Mapping in RGB Colour Spaces with the Iterative Ratios Diffusion Algorithm. 12-20 2017 Color Imaging: Displaying, Processing, Hardcopy, and Applications https://doi.org/10.2352/ISSN.2470-1173.2017.18.COLOR-028 conf/clrimg/2017 db/conf/clrimg/clrimg2017.html#GattaF17

Su-Lin Lee Simone Balocco Carlo Gatta Stefanie Demirci Geir Arne Tangen Editorial. 1 2016 50 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2015.02.002 https://www.wikidata.org/entity/Q85700372 db/journals/cmig/cmig50.html#LeeBGDT16

Pedro Martins 0003 Paulo Carvalho 0001 Carlo Gatta On the completeness of feature-driven maximally stable extremal regions. 9-16 2016 74 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2016.01.003 db/journals/prl/prl74.html#0003CG16

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. 5547-5559 2016 9 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 https://doi.org/10.1109/JSTARS.2016.2569162 db/journals/staeors/staeors9.html#Campos-Taberner16

Adriana Romero Carlo Gatta Gustau Camps-Valls Unsupervised Deep Feature Extraction for Remote Sensing Image Classification. 1349-1362 2016 54 IEEE Trans. Geosci. Remote. Sens. 3 https://doi.org/10.1109/TGRS.2015.2478379 db/journals/tgrs/tgrs54.html#RomeroGC16

Adriana Romero Petia Radeva Carlo Gatta Meta-Parameter Free Unsupervised Sparse Feature Learning. 1716-1722 2015 37 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2014.2366129 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2014.2366129 https://www.wikidata.org/entity/Q50562569 db/journals/pami/pami37.html#RomeroRG15

Manuel Campos-Taberner Adriana Romero Carlo Gatta Gustau Camps-Valls Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination. 4169-4172 2015 IGARSS https://doi.org/10.1109/IGARSS.2015.7326744 conf/igarss/2015 db/conf/igarss/igarss2015.html#Campos-Taberner15b Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang Carlo Gatta Yoshua Bengio FitNets: Hints for Thin Deep Nets. 2015 conf/iclr/2015 ICLR (Poster) http://arxiv.org/abs/1412.6550 db/conf/iclr/iclr2015.html#RomeroBKCGB14

Adriana Romero Carlo Gatta Gustau Camps-Valls Unsupervised Deep Feature Extraction for Remote Sensing Image Classification. 2015 abs/1511.08131 CoRR http://arxiv.org/abs/1511.08131 db/journals/corr/corr1511.html#RomeroGC15

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. 70-90 2014 38 Comput. Medical Imaging Graph. 2 https://doi.org/10.1016/j.compmedimag.2013.07.001 https://www.wikidata.org/entity/Q51166516 db/journals/cmig/cmig38.html#BaloccoGCWRCUSMCKWCEFDCPAMRADK14

Simeon Petkov Xavier Carrillo Petia Radeva Carlo Gatta Diaphragm border detection in coronary X-ray angiographies: New method and applications. 296-305 2014 38 Comput. Medical Imaging Graph. 4 https://doi.org/10.1016/j.compmedimag.2014.01.003 https://www.wikidata.org/entity/Q40171777 db/journals/cmig/cmig38.html#PetkovCRG14

Carlo Gatta Francesco Ciompi Stacked Sequential Scale-SpaceTaylor Context. 1694-1700 2014 36 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2013.2297706 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.2297706 https://www.wikidata.org/entity/Q40558066 db/journals/pami/pami36.html#GattaC14

Fahad Shahbaz Khan Joost van de Weijer 0001 Rao Muhammad Anwer Michael Felsberg Carlo Gatta Semantic Pyramids for Gender and Action Recognition. 3633-3645 2014 23 IEEE Trans. Image Process. 8 https://doi.org/10.1109/TIP.2014.2331759 https://www.wikidata.org/entity/Q38427893 db/journals/tip/tip23.html#KhanWAFG14

Carlo Gatta Adriana Romero Joost van de Weijer 0001 Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep Networks. 504-511 2014 CVPR Workshops https://doi.org/10.1109/CVPRW.2014.80 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2014.80 conf/cvpr/2014w db/conf/cvpr/cvprw2014.html#GattaRW14 Adriana Romero Carlo Gatta Gustavo Camps-Valls Unsupervised deep feature extraction of hyperspectral images. 1-4 2014 WHISPERS https://doi.org/10.1109/WHISPERS.2014.8077647 conf/whispers/2014 db/conf/whispers/whispers2014.html#RomeroGC14

Adriana Romero Petia Radeva Carlo Gatta No more meta-parameter tuning in unsupervised sparse feature learning. 2014 abs/1402.5766 CoRR http://arxiv.org/abs/1402.5766 db/journals/corr/corr1402.html#RomeroRG14

Adriana Romero Carlo Gatta Do We Really Need All These Neurons? 460-467 2013 IbPRIA https://doi.org/10.1007/978-3-642-38628-2_54 conf/ibpria/2013 db/conf/ibpria/ibpria2013.html#RomeroG13

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. 1085-1100 2012 16 Medical Image Anal. 6 https://doi.org/10.1016/j.media.2012.06.008 https://www.wikidata.org/entity/Q51337978 db/journals/mia/mia16.html#CiompiPGABCMR12

Marina Alberti Simone Balocco Carlo Gatta Francesco Ciompi Oriol Pujol Joana Silva Xavier Carrillo Petia Radeva Automatic Bifurcation Detection in Coronary IVUS Sequences. 1022-1031 2012 59 IEEE Trans. Biomed. Eng. 4 https://doi.org/10.1109/TBME.2011.2181372 https://www.wikidata.org/entity/Q37974485 db/journals/tbe/tbe59.html#AlbertiBGCPSCR12

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. 1332-1340 2012 16 IEEE Trans. Inf. Technol. Biomed. 6 https://doi.org/10.1109/TITB.2012.2220781 https://www.wikidata.org/entity/Q50782019 db/journals/titb/titb16.html#Hernandez-VelaGEIMSR12

Pedro Martins 0003 Paulo Carvalho 0001 Carlo Gatta Context Aware Keypoint Extraction for Robust Image Representation. 1-12 2012 BMVC https://doi.org/10.5244/C.26.100 conf/bmvc/2012 db/conf/bmvc/bmvc2012.html#MartinsCG12 Simeon Petkov Adriana Romero Xavier Carrillo Suarez Petia Radeva Carlo Gatta Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies. 225-234 2012 STACOM https://doi.org/10.1007/978-3-642-36961-2_26 https://www.wikidata.org/entity/Q63443081 conf/miccai/2012stacom db/conf/miccai/stacom2012.html#PetkovRSRG12

Carlo Gatta Eloi Puertas Oriol Pujol Multi-scale stacked sequential learning. 2414-2426 2011 44 Pattern Recognit. 10-11 https://doi.org/10.1016/j.patcog.2011.04.003 db/journals/pr/pr44.html#GattaPP11

Marina Alberti Carlo Gatta Simone Balocco Francesco Ciompi Oriol Pujol Joana Silva Xavier Carrillo Petia Radeva Automatic Branching Detection in IVUS Sequences. 126-133 2011 IbPRIA https://doi.org/10.1007/978-3-642-21257-4_16 https://www.wikidata.org/entity/Q63443091 conf/ibpria/2011 db/conf/ibpria/ibpria2011.html#AlbertiGBCPSCR11 Carlo Gatta Simone Balocco Victoria Martin-Yuste Ruben Leta Petia Radeva Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow. 159-166 2011 IbPRIA https://doi.org/10.1007/978-3-642-21257-4_20 https://www.wikidata.org/entity/Q63443096 conf/ibpria/2011 db/conf/ibpria/ibpria2011.html#GattaBMLR11 Simone Balocco Carlo Gatta Francesco Ciompi Oriol Pujol Xavier Carrillo Josepa Mauri Petia Radeva Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation. 556-563 2011 IbPRIA https://doi.org/10.1007/978-3-642-21257-4_69 https://www.wikidata.org/entity/Q63443093 conf/ibpria/2011 db/conf/ibpria/ibpria2011.html#BaloccoGCPCMR11 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. 850-857 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126325 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126325 conf/iccv/2011 db/conf/iccv/iccv2011.html#SerradellRLGM11 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. 75:1-75:5 2011 ISABEL https://doi.org/10.1145/2093698.2093773 https://www.wikidata.org/entity/Q63443097 conf/isabel/2011 db/conf/isabel/isabel2011.html#BaloccoGCMR11 Francesco Ciompi Oriol Pujol Carlo Gatta Xavier Carrillo Josepa Mauri Petia Radeva A Holistic Approach for the Detection of Media-Adventitia Border in IVUS. 411-419 2011 MICCAI (3) https://doi.org/10.1007/978-3-642-23626-6_51 https://www.wikidata.org/entity/Q63443089 conf/miccai/2011-3 db/conf/miccai/miccai2011-3.html#CiompiPGCMR11 Antonio Hernández-Vela Carlo Gatta Sergio Escalera Laura Igual Victoria Martin-Yuste Petia Radeva Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation. 496-503 2011 MICCAI (3) https://doi.org/10.1007/978-3-642-23626-6_61 https://www.wikidata.org/entity/Q61869724 conf/miccai/2011-3 db/conf/miccai/miccai2011-3.html#Hernandez-VelaGEIMR11 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. 59-67 2010 MICCAI (2) https://doi.org/10.1007/978-3-642-15745-5_8 https://www.wikidata.org/entity/Q63443102 conf/miccai/2010-2 db/conf/miccai/miccai2010-2.html#GattaBCHRR10

Carlo Gatta Oriol Pujol Oriol Rodriguez-Leor Josepa Mauri Petia Radeva Fast Rigid Registration of Vascular Structures in IVUS Sequences. 1006-1011 2009 13 IEEE Trans. Inf. Technol. Biomed. 6 https://doi.org/10.1109/TITB.2009.2027230 https://www.wikidata.org/entity/Q51807389 db/journals/titb/titb13.html#GattaPRMR09

Eloi Puertas Carlo Gatta Oriol Pujol Multi-Scale Multi-Resolution Stacked Sequential Learning. 112-118 2009 CCIA https://doi.org/10.3233/978-1-60750-061-2-112 conf/ccia/2009 db/conf/ccia/ccia2009.html#PuertasGP09 Francesco Ciompi Oriol Pujol Oriol Rodriguez-Leor Carlo Gatta Angel Serrano Vida Petia Radeva Enhancing In-Vitro IVUS Data for Tissue Characterization. 241-248 2009 IbPRIA https://doi.org/10.1007/978-3-642-02172-5_32 https://www.wikidata.org/entity/Q63443108 conf/ibpria/2009 db/conf/ibpria/ibpria2009.html#CiompiPRGVR09 Carlo Gatta Juan Diego Gomez Valencia Francesco Ciompi Oriol Rodriguez-Leor Petia Radeva Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography. 249-256 2009 IbPRIA https://doi.org/10.1007/978-3-642-02172-5_33 https://www.wikidata.org/entity/Q63443111 conf/ibpria/2009 db/conf/ibpria/ibpria2009.html#GattaVCRR09 Carlo Gatta Petia Radeva Bilateral enhancers. 3161-3164 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414421 https://www.wikidata.org/entity/Q63443105 conf/icip/2009 db/conf/icip/icip2009.html#GattaR09 Oriol Pujol Eloi Puertas Carlo Gatta Multi-scale Stacked Sequential Learning. 262-271 2009 MCS https://doi.org/10.1007/978-3-642-02326-2_27 conf/mcs/2009 db/conf/mcs/mcs2009.html#PujolPG09

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. 1757-1770 2008 30 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2007.70827 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2007.70827 https://www.wikidata.org/entity/Q51871221 db/journals/pami/pami30.html#ProvenziGFR08

Carlo Gatta Oriol Pujol Oriol Rodriguez-Leor Josepa Mauri Petia Radeva Robust Image-Based IVUS Pullbacks Gating. 518-525 2008 MICCAI (2) https://doi.org/10.1007/978-3-540-85990-1_62 https://www.wikidata.org/entity/Q79783866 conf/miccai/2008-2 db/conf/miccai/miccai2008-2.html#GattaPRMR08

Carlo Gatta Alessandro Rizzi Daniele Marini Perceptually inspired HDR images tone mapping with color correction. 285-294 2007 17 Int. J. Imaging Syst. Technol. 5 https://doi.org/10.1002/ima.20118 db/journals/imst/imst17.html#GattaRM07

Ivar Farup Carlo Gatta Alessandro Rizzi A Multiscale Framework for Spatial Gamut Mapping. 2423-2435 2007 16 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2007.904946 https://www.wikidata.org/entity/Q50893200 db/journals/tip/tip16.html#FarupGR07

Alessandro Artusi Carlo Gatta Daniele Marini Werner Purgathofer Alessandro Rizzi Speed-up Technique for a Local Automatic Colour Equalization Model. 5-14 2006 25 Comput. Graph. Forum 1 https://doi.org/10.1111/j.1467-8659.2006.00914.x db/journals/cgf/cgf25.html#ArtusiGMPR06

Majed Chambah Carlo Gatta Alessandro Rizzi Linear techniques for image sequence processing acceleration. 263-274 2005 Color Imaging: Processing, Hardcopy, and Applications https://doi.org/10.1117/12.586768 conf/clrimg/2005 db/conf/clrimg/clrimg2005.html#ChambahGR05 Alessandro Rizzi Carlo Gatta C. Slanzi Gianluigi Ciocca Raimondo Schettini Unsupervised Color Film Restoration Using Adaptive Color Equalization. 1-12 2005 conf/visual/2005 VISUAL https://doi.org/10.1007/11590064_1 db/conf/visual/visual2005.html#RizziGSCS05

Alessandro Rizzi Carlo Gatta Daniele Marini From Retinex to Automatic Color Equalization: issues in developing a new algorithm for unsupervised color equalization. 75-84 2004 13 J. Electronic Imaging 1 https://doi.org/10.1117/1.1635366 db/journals/jei/jei13.html#RizziGM04

Carlo Gatta Samuele Vacchi Daniele Marini Alessandro Rizzi Proposal for a new method to speed up local color correction algorithms. 203-212 2004 Color Imaging: Processing, Hardcopy, and Applications https://doi.org/10.1117/12.525739 conf/clrimg/2004 db/conf/clrimg/clrimg2004.html#GattaVMR04 Alessandro Rizzi Carlo Gatta Benedetta Piacentini Massimo Fierro Daniele Marini Human-visual-system-inspired tone mapping algorithm for HDR images. 57-68 2004 Human Vision and Electronic Imaging https://doi.org/10.1117/12.525777 conf/hvei/2004 db/conf/hvei/hvei2004.html#RizziGPFM04

Alessandro Rizzi Carlo Gatta Daniele Marini A new algorithm for unsupervised global and local color correction. 1663-1677 2003 24 Pattern Recognit. Lett. 11 https://doi.org/10.1016/S0167-8655(02)00323-9 db/journals/prl/prl24.html#RizziGM03

Alessandro Rizzi Carlo Gatta Daniele Marini YACCD: Yet Another Color Constancy Database. 24-35 2003 Color Imaging: Processing, Hardcopy, and Applications https://doi.org/10.1117/12.472017 conf/clrimg/2003 db/conf/clrimg/clrimg2003.html#RizziGM03 Majed Chambah Alessandro Rizzi Carlo Gatta Bernard Besserer Daniele Marini Perceptual approach for unsupervised digital color restoration of cinematographic archives. 138-149 2003 Color Imaging: Processing, Hardcopy, and Applications https://doi.org/10.1117/12.472019 conf/clrimg/2003 db/conf/clrimg/clrimg2003.html#ChambahRGBM03 Carlo Gatta Alessandro Rizzi Daniele Marini ACE: An Automatic Color Equalization Algorithm. 316-320 2002 CGIV http://www.ingentaconnect.com/content/ist/cgiv/2002/00002002/00000001/art00067 conf/cgiv/2002 db/conf/cgiv/cgiv2002.html#GattaRM02 Alessandro Rizzi Carlo Gatta Daniele Marini Color correction between gray world and white patch. 367-375 2002 Human Vision and Electronic Imaging https://doi.org/10.1117/12.469534 conf/hvei/2002 db/conf/hvei/hvei2002.html#RizziGM02 Timur Aksoy Marina Alberti Ariel Amato Rao Muhammad Anwer Alessandro Artusi Ramón BaldrichRamon Baldrich Nicolas Ballas Simone Balocco Anne Beaupère Yoshua Bengio Bernard Besserer Alexandre Boulch Manuel Campos-Taberner Gustau Camps-VallsGustavo Camps-Valls Stephane G. CarlierStéphane G. Carlier Xavier CarrilloXavier Carrillo Suarez Paulo Carvalho 0001 Majed Chambah Adrien Chan-Hon-Tong Antoine Chassang Hsiang-Chou Chen Gianluigi Ciocca Francesco Ciompi Guy Cloutier Stefanie Demirci François Destrempes Richard W. Downe Sergio Escalera Themis P. Exarchos Ivar Farup Michael Felsberg Marin Ferecatu Massimo Fierro Dimitrios I. Fotiadis Bojana Gajic Rayyan Hemetsberger Stéphane Herbin Antonio Hernández-Vela Laura Igual Samira Ebrahimi Kahou Ioannis A. Kakadiaris Fahad Shahbaz Khan Tomas Kovarnik Adrien Lagrange Su-Lin Lee Ruben Leta Daniele Marini Victoria Martin-Yuste Pedro Martins 0003 Josepa MauriJosepa Mauri-Ferre Francesc Moreno-Noguer Gabriele Moser Simeon Petkov Benedetta Piacentini Edoardo Provenzi Eloi Puertas Oriol Pujol Werner Purgathofer Petia Radeva Hicham Randrianarivo Mariano Rivera Alessandro Rizzi Oriol Rodriguez-Leor Adriana Romero Adriana Romero-Soriano Eduardo Gerardo Mendizabal Ruiz Manel Sabate Elias Sanidas Bertrand Le Saux Raimondo Schettini Eduard Serradell Michal Shimoni Joana Silva C. Slanzi Geir Arne Tangen Devis Tuia Gozde UnalGözde B. Ünal Samuele Vacchi Juan Diego Gomez Valencia Angel Serrano Vida Andreas Wahle Ching-Wei Wang Joost van de Weijer 0001