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ORCIDBibTeX records: Fabio Carrara
@inproceedings{DBLP:conf/mmm/AmatoBCFGMVV24,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Nicola Messina and
Lucia Vadicamo and
Claudio Vairo},
editor = {Stevan Rudinac and
Alan Hanjalic and
Cynthia C. S. Liem and
Marcel Worring and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Bei Liu and
Yoko Yamakata},
title = {{VISIONE} 5.0: Enhanced User Interface and {AI} Models for {VBS2024}},
booktitle = {MultiMedia Modeling - 30th International Conference, {MMM} 2024, Amsterdam,
The Netherlands, January 29 - February 2, 2024, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {14557},
pages = {332--339},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-53302-0\_29},
doi = {10.1007/978-3-031-53302-0\_29},
timestamp = {Sat, 02 Mar 2024 21:19:05 +0100},
biburl = {https://dblp.org/rec/conf/mmm/AmatoBCFGMVV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BanterleAMCC23,
author = {Francesco Banterle and
Alessandro Artusi and
Alejandro Moreo and
Fabio Carrara and
Paolo Cignoni},
title = {NoR-VDPNet++: Real-Time No-Reference Image Quality Metrics},
journal = {{IEEE} Access},
volume = {11},
pages = {34544--34553},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3263496},
doi = {10.1109/ACCESS.2023.3263496},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BanterleAMCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SalazarGonzalezARC23,
author = {Jose L. Salazar{-}Gonz{\'{a}}lez and
Juan Antonio {\'{A}}lvarez{-}Garc{\'{\i}}a and
Fernando J. Rend{\'{o}}n{-}Segador and
Fabio Carrara},
title = {Conditioned Cooperative training for semi-supervised weapon detection},
journal = {Neural Networks},
volume = {167},
pages = {489--501},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.08.043},
doi = {10.1016/J.NEUNET.2023.08.043},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SalazarGonzalezARC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbmi/0001BCFGMVV23,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Nicola Messina and
Lucia Vadicamo and
Claudio Vairo},
editor = {Aladine Chetouani and
Werner Bailer and
Cathal Gurrin and
Alexandre Beno{\^{\i}}t},
title = {{VISIONE} for newbies: an easier-to-use video retrieval system},
booktitle = {20th International Conference on Content-based Multimedia Indexing,
{CBMI} 2023, Orleans, France, September 20-22, 2023},
pages = {158--162},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3617233.3617261},
doi = {10.1145/3617233.3617261},
timestamp = {Wed, 03 Jan 2024 10:32:44 +0100},
biburl = {https://dblp.org/rec/conf/cbmi/0001BCFGMVV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SerraCTF23,
author = {Alessio Serra and
Fabio Carrara and
Maurizio Tesconi and
Fabrizio Falchi},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {The Emotions of the Crowd: Learning Image Sentiment from Tweets via
Cross-Modal Distillation},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {2089--2096},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230503},
doi = {10.3233/FAIA230503},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SerraCTF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/SedmidubskyCA23,
author = {Jan Sedmidubsk{\'{y}} and
Fabio Carrara and
Giuseppe Amato},
editor = {Jaap Kamps and
Lorraine Goeuriot and
Fabio Crestani and
Maria Maistro and
Hideo Joho and
Brian Davis and
Cathal Gurrin and
Udo Kruschwitz and
Annalina Caputo},
title = {SegmentCodeList: Unsupervised Representation Learning for Human Skeleton
Data Retrieval},
booktitle = {Advances in Information Retrieval - 45th European Conference on Information
Retrieval, {ECIR} 2023, Dublin, Ireland, April 2-6, 2023, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13981},
pages = {110--124},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28238-6\_8},
doi = {10.1007/978-3-031-28238-6\_8},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/SedmidubskyCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ital-ia/VairoCCC0GGPV023,
author = {Claudio Vairo and
Marco Callieri and
Fabio Carrara and
Paolo Cignoni and
Marco Di Benedetto and
Claudio Gennaro and
Daniela Giorgi and
Gianpaolo Palma and
Lucia Vadicamo and
Giuseppe Amato},
editor = {Fabrizio Falchi and
Fosca Giannotti and
Anna Monreale and
Chiara Boldrini and
Salvatore Rinzivillo and
Sara Colantonio},
title = {Social and hUman ceNtered {XR}},
booktitle = {Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops
co-located with the 3rd {CINI} National Lab {AIIS} Conference on Artificial
Intelligence (Ital {IA} 2023), Pisa, Italy, May 29-30, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3486},
pages = {48--53},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3486/46.pdf},
timestamp = {Thu, 21 Sep 2023 17:01:40 +0200},
biburl = {https://dblp.org/rec/conf/ital-ia/VairoCCC0GGPV023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ital-ia/CarraraC0FG023,
author = {Fabio Carrara and
Luca Ciampi and
Marco Di Benedetto and
Fabrizio Falchi and
Claudio Gennaro and
Giuseppe Amato},
editor = {Fabrizio Falchi and
Fosca Giannotti and
Anna Monreale and
Chiara Boldrini and
Salvatore Rinzivillo and
Sara Colantonio},
title = {{AIMH} Lab 2022 Activities for Healthcare},
booktitle = {Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops
co-located with the 3rd {CINI} National Lab {AIIS} Conference on Artificial
Intelligence (Ital {IA} 2023), Pisa, Italy, May 29-30, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3486},
pages = {128--133},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3486/65.pdf},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ital-ia/CarraraC0FG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ital-ia/Ciampi0BC0FGMVV23,
author = {Luca Ciampi and
Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Marco Di Benedetto and
Fabrizio Falchi and
Claudio Gennaro and
Nicola Messina and
Lucia Vadicamo and
Claudio Vairo},
editor = {Fabrizio Falchi and
Fosca Giannotti and
Anna Monreale and
Chiara Boldrini and
Salvatore Rinzivillo and
Sara Colantonio},
title = {{AIMH} Lab 2022 Activities for Vision},
booktitle = {Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops
co-located with the 3rd {CINI} National Lab {AIIS} Conference on Artificial
Intelligence (Ital {IA} 2023), Pisa, Italy, May 29-30, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3486},
pages = {538--543},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3486/64.pdf},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ital-ia/Ciampi0BC0FGMVV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ital-ia/FazzariCFS23,
author = {Edoardo Fazzari and
Fabio Carrara and
Fabrizio Falchi and
Cesare Stefanini},
editor = {Fabrizio Falchi and
Fosca Giannotti and
Anna Monreale and
Chiara Boldrini and
Salvatore Rinzivillo and
Sara Colantonio},
title = {A Workflow for Developing Biohybrid Intelligent Sensing Systems},
booktitle = {Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops
co-located with the 3rd {CINI} National Lab {AIIS} Conference on Artificial
Intelligence (Ital {IA} 2023), Pisa, Italy, May 29-30, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3486},
pages = {555--560},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3486/36.pdf},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ital-ia/FazzariCFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/0001BCFGMVV23,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Nicola Messina and
Lucia Vadicamo and
Claudio Vairo},
editor = {Ioannis Kompatsiaris and
Jiebo Luo and
Nicu Sebe and
Angela Yao and
Vasileios Mazaris and
Symeon Papadopoulos and
Adrian Popescu and
Zi Helen Huang},
title = {{VISIONE:} {A} Large-Scale Video Retrieval System with Advanced Search
Functionalities},
booktitle = {Proceedings of the 2023 {ACM} International Conference on Multimedia
Retrieval, {ICMR} 2023, Thessaloniki, Greece, June 12-15, 2023},
pages = {649--653},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3591106.3592226},
doi = {10.1145/3591106.3592226},
timestamp = {Fri, 09 Jun 2023 13:49:18 +0200},
biburl = {https://dblp.org/rec/conf/mir/0001BCFGMVV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/AmatoBCFGMVV23,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Nicola Messina and
Lucia Vadicamo and
Claudio Vairo},
editor = {Duc{-}Tien Dang{-}Nguyen and
Cathal Gurrin and
Martha A. Larson and
Alan F. Smeaton and
Stevan Rudinac and
Minh{-}Son Dao and
Christoph Trattner and
Phoebe Chen},
title = {{VISIONE} at Video Browser Showdown 2023},
booktitle = {MultiMedia Modeling - 29th International Conference, {MMM} 2023, Bergen,
Norway, January 9-12, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13833},
pages = {615--621},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-27077-2\_48},
doi = {10.1007/978-3-031-27077-2\_48},
timestamp = {Fri, 31 Mar 2023 17:17:34 +0200},
biburl = {https://dblp.org/rec/conf/mmm/AmatoBCFGMVV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/CarraraGVA23,
author = {Fabio Carrara and
Claudio Gennaro and
Lucia Vadicamo and
Giuseppe Amato},
editor = {Oscar Pedreira and
Vladimir Estivill{-}Castro},
title = {Vec2Doc: Transforming Dense Vectors into Sparse Representations for
Efficient Information Retrieval},
booktitle = {Similarity Search and Applications - 16th International Conference,
{SISAP} 2023, {A} Coru{\~{n}}a, Spain, October 9-11, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14289},
pages = {215--222},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46994-7\_18},
doi = {10.1007/978-3-031-46994-7\_18},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sisap/CarraraGVA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14942,
author = {Alessio Serra and
Fabio Carrara and
Maurizio Tesconi and
Fabrizio Falchi},
title = {The Emotions of the Crowd: Learning Image Sentiment from Tweets via
Cross-modal Distillation},
journal = {CoRR},
volume = {abs/2304.14942},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14942},
doi = {10.48550/ARXIV.2304.14942},
eprinttype = {arXiv},
eprint = {2304.14942},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17518,
author = {Lorenzo Bianchi and
Fabio Carrara and
Nicola Messina and
Claudio Gennaro and
Fabrizio Falchi},
title = {The devil is in the fine-grained details: Evaluating open-vocabulary
object detectors for fine-grained understanding},
journal = {CoRR},
volume = {abs/2311.17518},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17518},
doi = {10.48550/ARXIV.2311.17518},
eprinttype = {arXiv},
eprint = {2311.17518},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/BenedettoCTNBFG22,
author = {Marco Di Benedetto and
Fabio Carrara and
Benedetta Tafuri and
Salvatore Nigro and
Roberto De Blasi and
Fabrizio Falchi and
Claudio Gennaro and
Giuseppe Gigli and
Giancarlo Logroscino and
Giuseppe Amato},
title = {Deep networks for behavioral variant frontotemporal dementia identification
from multiple acquisition sources},
journal = {Comput. Biol. Medicine},
volume = {148},
pages = {105937},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2022.105937},
doi = {10.1016/J.COMPBIOMED.2022.105937},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/BenedettoCTNBFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BenedettoCCFGA22,
author = {Marco Di Benedetto and
Fabio Carrara and
Luca Ciampi and
Fabrizio Falchi and
Claudio Gennaro and
Giuseppe Amato},
title = {An embedded toolset for human activity monitoring in critical environments},
journal = {Expert Syst. Appl.},
volume = {199},
pages = {117125},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117125},
doi = {10.1016/J.ESWA.2022.117125},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BenedettoCCFGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CiampiGCFVA22,
author = {Luca Ciampi and
Claudio Gennaro and
Fabio Carrara and
Fabrizio Falchi and
Claudio Vairo and
Giuseppe Amato},
title = {Multi-camera vehicle counting using edge-AI},
journal = {Expert Syst. Appl.},
volume = {207},
pages = {117929},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117929},
doi = {10.1016/J.ESWA.2022.117929},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/CiampiGCFVA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/CarraraCFA22,
author = {Fabio Carrara and
Roberto Caldelli and
Fabrizio Falchi and
Giuseppe Amato},
title = {Improving the Adversarial Robustness of Neural {ODE} Image Classifiers
by Tuning the Tolerance Parameter},
journal = {Inf.},
volume = {13},
number = {12},
pages = {555},
year = {2022},
url = {https://doi.org/10.3390/info13120555},
doi = {10.3390/INFO13120555},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/information/CarraraCFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/CiampiCTMLSAPG22,
author = {Luca Ciampi and
Fabio Carrara and
Valentino Totaro and
Raffaele Mazziotti and
Leonardo Lupori and
Carlos Santiago and
Giuseppe Amato and
Tommaso Pizzorusso and
Claudio Gennaro},
title = {Learning to count biological structures with raters' uncertainty},
journal = {Medical Image Anal.},
volume = {80},
pages = {102500},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102500},
doi = {10.1016/J.MEDIA.2022.102500},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/CiampiCTMLSAPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbmi/CarraraPGF22,
author = {Fabio Carrara and
Lorenzo Pasco and
Claudio Gennaro and
Fabrizio Falchi},
title = {Learning to Detect Fallen People in Virtual Worlds},
booktitle = {{CBMI} 2022: International Conference on Content-based Multimedia
Indexing, Graz, Austria, September 14 - 16, 2022},
pages = {126--130},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3549555.3549573},
doi = {10.1145/3549555.3549573},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbmi/CarraraPGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/MessinaACGF22,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Claudio Gennaro and
Fabrizio Falchi},
editor = {Stan Sclaroff and
Cosimo Distante and
Marco Leo and
Giovanni Maria Farinella and
Federico Tombari},
title = {Recurrent Vision Transformer for Solving Visual Reasoning Problems},
booktitle = {Image Analysis and Processing - {ICIAP} 2022 - 21st International
Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13233},
pages = {50--61},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-06433-3\_5},
doi = {10.1007/978-3-031-06433-3\_5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/MessinaACGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CaldelliCF22,
author = {Roberto Caldelli and
Fabio Carrara and
Fabrizio Falchi},
title = {Tuning Neural {ODE} Networks to Increase Adversarial Robustness in
Image Forensics},
booktitle = {2022 {IEEE} International Conference on Image Processing, {ICIP} 2022,
Bordeaux, France, 16-19 October 2022},
pages = {1496--1500},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICIP46576.2022.9897662},
doi = {10.1109/ICIP46576.2022.9897662},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/CaldelliCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/AmatoBCFGMVV22,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Nicola Messina and
Lucia Vadicamo and
Claudio Vairo},
editor = {Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Cathal Gurrin and
Minh{-}Triet Tran and
Duc{-}Tien Dang{-}Nguyen and
Anita Min{-}Chun Hu and
Huynh Thi Thanh Binh and
Benoit Huet},
title = {{VISIONE} at Video Browser Showdown 2022},
booktitle = {MultiMedia Modeling - 28th International Conference, {MMM} 2022, Phu
Quoc, Vietnam, June 6-10, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13142},
pages = {543--548},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-98355-0\_52},
doi = {10.1007/978-3-030-98355-0\_52},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/AmatoBCFGMVV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/CarraraVGA22,
author = {Fabio Carrara and
Lucia Vadicamo and
Claudio Gennaro and
Giuseppe Amato},
editor = {Tom{\'{a}}s Skopal and
Fabrizio Falchi and
Jakub Lokoc and
Maria Luisa Sapino and
Ilaria Bartolini and
Marco Patella},
title = {Approximate Nearest Neighbor Search on Standard Search Engines},
booktitle = {Similarity Search and Applications - 15th International Conference,
{SISAP} 2022, Bologna, Italy, October 5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13590},
pages = {214--221},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17849-8\_17},
doi = {10.1007/978-3-031-17849-8\_17},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sisap/CarraraVGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/CiampiCAG22,
author = {Luca Ciampi and
Fabio Carrara and
Giuseppe Amato and
Claudio Gennaro},
editor = {Giovanni Maria Farinella and
Petia Radeva and
Kadi Bouatouch},
title = {Counting or Localizing? Evaluating Cell Counting and Detection in
Microscopy Images},
booktitle = {Proceedings of the 17th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022},
pages = {887--897},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010923000003124},
doi = {10.5220/0010923000003124},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/CiampiCAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10351,
author = {Fabio Carrara and
Fabrizio Falchi and
Maria Girardi and
Nicola Messina and
Cristina Padovani and
Daniele Pellegrini},
title = {Deep learning for structural health monitoring: An application to
heritage structures},
journal = {CoRR},
volume = {abs/2211.10351},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10351},
doi = {10.48550/ARXIV.2211.10351},
eprinttype = {arXiv},
eprint = {2211.10351},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/MassoliCAF21,
author = {Fabio Valerio Massoli and
Fabio Carrara and
Giuseppe Amato and
Fabrizio Falchi},
title = {Detection of Face Recognition Adversarial Attacks},
journal = {Comput. Vis. Image Underst.},
volume = {202},
pages = {103103},
year = {2021},
url = {https://doi.org/10.1016/j.cviu.2020.103103},
doi = {10.1016/J.CVIU.2020.103103},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/MassoliCAF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/AmatoBCDFGVV21,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Franca Debole and
Fabrizio Falchi and
Claudio Gennaro and
Lucia Vadicamo and
Claudio Vairo},
title = {The {VISIONE} Video Search System: Exploiting Off-the-Shelf Text Search
Engines for Large-Scale Video Retrieval},
journal = {J. Imaging},
volume = {7},
number = {5},
pages = {76},
year = {2021},
url = {https://doi.org/10.3390/jimaging7050076},
doi = {10.3390/JIMAGING7050076},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jimaging/AmatoBCDFGVV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/BenedettoCMAFG21,
author = {Marco Di Benedetto and
Fabio Carrara and
Enrico Meloni and
Giuseppe Amato and
Fabrizio Falchi and
Claudio Gennaro},
title = {Learning accurate personal protective equipment detection from virtual
worlds},
journal = {Multim. Tools Appl.},
volume = {80},
number = {15},
pages = {23241--23253},
year = {2021},
url = {https://doi.org/10.1007/s11042-020-09597-9},
doi = {10.1007/S11042-020-09597-9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/BenedettoCMAFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/MessinaACGF21,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Claudio Gennaro and
Fabrizio Falchi},
title = {Solving the same-different task with convolutional neural networks},
journal = {Pattern Recognit. Lett.},
volume = {143},
pages = {75--80},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2020.12.019},
doi = {10.1016/J.PATREC.2020.12.019},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/MessinaACGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/BanterleAMC21,
author = {Francesco Banterle and
Alessandro Artusi and
Alejandro Moreo and
Fabio Carrara},
title = {NoR-VDPNet++: Efficient Training and Architecture for Deep No-Reference
Image Quality Metrics},
booktitle = {{SIGGRAPH} 2021: Special Interest Group on Computer Graphics and Interactive
Techniques Conference, Talks, Virtual Event, USA, August 9-13, 2021},
pages = {11:1--11:2},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450623.3464636},
doi = {10.1145/3450623.3464636},
timestamp = {Tue, 10 Aug 2021 10:59:22 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/BanterleAMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09129,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Claudio Gennaro and
Fabrizio Falchi},
title = {Solving the Same-Different Task with Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2101.09129},
year = {2021},
url = {https://arxiv.org/abs/2101.09129},
eprinttype = {arXiv},
eprint = {2101.09129},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02842,
author = {Luca Ciampi and
Claudio Gennaro and
Fabio Carrara and
Fabrizio Falchi and
Claudio Vairo and
Giuseppe Amato},
title = {Multi-Camera Vehicle Counting Using Edge-AI},
journal = {CoRR},
volume = {abs/2106.02842},
year = {2021},
url = {https://arxiv.org/abs/2106.02842},
eprinttype = {arXiv},
eprint = {2106.02842},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14576,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Claudio Gennaro and
Fabrizio Falchi},
title = {Recurrent Vision Transformer for Solving Visual Reasoning Problems},
journal = {CoRR},
volume = {abs/2111.14576},
year = {2021},
url = {https://arxiv.org/abs/2111.14576},
eprinttype = {arXiv},
eprint = {2111.14576},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmir/MessinaACFG20,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro},
title = {Learning visual features for relational {CBIR}},
journal = {Int. J. Multim. Inf. Retr.},
volume = {9},
number = {2},
pages = {113--124},
year = {2020},
url = {https://doi.org/10.1007/s13735-019-00178-7},
doi = {10.1007/S13735-019-00178-7},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmir/MessinaACFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/AmatoCFGV20,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Lucia Vadicamo},
title = {Large-scale instance-level image retrieval},
journal = {Inf. Process. Manag.},
volume = {57},
number = {6},
pages = {102100},
year = {2020},
url = {https://doi.org/10.1016/j.ipm.2019.102100},
doi = {10.1016/J.IPM.2019.102100},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/AmatoCFGV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ArtusiBCM20,
author = {Alessandro Artusi and
Francesco Banterle and
Fabio Carrara and
Alejandro Moreo},
title = {Efficient Evaluation of Image Quality via Deep-Learning Approximation
of Perceptual Metrics},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {1843--1855},
year = {2020},
url = {https://doi.org/10.1109/TIP.2019.2944079},
doi = {10.1109/TIP.2019.2944079},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ArtusiBCM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BanterleAMC20,
author = {Francesco Banterle and
Alessandro Artusi and
Alejandro Moreo and
Fabio Carrara},
title = {Nor-Vdpnet: {A} No-Reference High Dynamic Range Quality Metric Trained
On Hdr-Vdp 2},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020,
Abu Dhabi, United Arab Emirates, October 25-28, 2020},
pages = {126--130},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIP40778.2020.9191202},
doi = {10.1109/ICIP40778.2020.9191202},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/BanterleAMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/CarraraCFA20,
author = {Fabio Carrara and
Roberto Caldelli and
Fabrizio Falchi and
Giuseppe Amato},
editor = {Alberto Del Bimbo and
Rita Cucchiara and
Stan Sclaroff and
Giovanni Maria Farinella and
Tao Mei and
Marco Bertini and
Hugo Jair Escalante and
Roberto Vezzani},
title = {Defending Neural {ODE} Image Classifiers from Adversarial Attacks
with Tolerance Randomization},
booktitle = {Pattern Recognition. {ICPR} International Workshops and Challenges
- Virtual Event, January 10-15, 2021, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {12666},
pages = {425--438},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68780-9\_35},
doi = {10.1007/978-3-030-68780-9\_35},
timestamp = {Tue, 11 Apr 2023 17:29:51 +0200},
biburl = {https://dblp.org/rec/conf/icpr/CarraraCFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/CarraraABFG20,
author = {Fabio Carrara and
Giuseppe Amato and
Luca Brombin and
Fabrizio Falchi and
Claudio Gennaro},
title = {Combining GANs and AutoEncoders for efficient anomaly detection},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {3939--3946},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412253},
doi = {10.1109/ICPR48806.2021.9412253},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/CarraraABFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/CarraraAFG20,
author = {Fabio Carrara and
Giuseppe Amato and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Cathal Gurrin and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Noriko Kando and
Klaus Sch{\"{o}}ffmann and
Yi{-}Ping Phoebe Chen and
Noel E. O'Connor},
title = {Continuous ODE-defined Image Features for Adaptive Retrieval},
booktitle = {Proceedings of the 2020 on International Conference on Multimedia
Retrieval, {ICMR} 2020, Dublin, Ireland, June 8-11, 2020},
pages = {198--206},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3372278.3390690},
doi = {10.1145/3372278.3390690},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/CarraraAFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SoranoCCFP20,
author = {Danilo Sorano and
Fabio Carrara and
Paolo Cintia and
Fabrizio Falchi and
Luca Pappalardo},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Automatic Pass Annotation from Soccer Video Streams Based on Object
Detection and {LSTM}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {475--490},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_29},
doi = {10.1007/978-3-030-67670-4\_29},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SoranoCCFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/AmatoCFGRV20,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Fausto Rabitti and
Lucia Vadicamo},
editor = {Maristella Agosti and
Maurizio Atzori and
Paolo Ciaccia and
Letizia Tanca},
title = {Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval},
booktitle = {Proceedings of the 28th Italian Symposium on Advanced Database Systems,
Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic),
June 21-24, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2646},
pages = {258--265},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2646/10-paper.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sebd/AmatoCFGRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/CarraraGFA20,
author = {Fabio Carrara and
Claudio Gennaro and
Fabrizio Falchi and
Giuseppe Amato},
editor = {Shin'ichi Satoh and
Lucia Vadicamo and
Arthur Zimek and
Fabio Carrara and
Ilaria Bartolini and
Martin Aum{\"{u}}ller and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Rasmus Pagh},
title = {Learning Distance Estimators from Pivoted Embeddings of Metric Objects},
booktitle = {Similarity Search and Applications - 13th International Conference,
{SISAP} 2020, Copenhagen, Denmark, September 30 - October 2, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12440},
pages = {361--368},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60936-8\_28},
doi = {10.1007/978-3-030-60936-8\_28},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sisap/CarraraGFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sisap/2020,
editor = {Shin'ichi Satoh and
Lucia Vadicamo and
Arthur Zimek and
Fabio Carrara and
Ilaria Bartolini and
Martin Aum{\"{u}}ller and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Rasmus Pagh},
title = {Similarity Search and Applications - 13th International Conference,
{SISAP} 2020, Copenhagen, Denmark, September 30 - October 2, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12440},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60936-8},
doi = {10.1007/978-3-030-60936-8},
isbn = {978-3-030-60935-1},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sisap/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06475,
author = {Danilo Sorano and
Fabio Carrara and
Paolo Cintia and
Fabrizio Falchi and
Luca Pappalardo},
title = {Automatic Pass Annotation from Soccer VideoStreams Based on Object
Detection and {LSTM}},
journal = {CoRR},
volume = {abs/2007.06475},
year = {2020},
url = {https://arxiv.org/abs/2007.06475},
eprinttype = {arXiv},
eprint = {2007.06475},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02749,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Franca Debole and
Fabrizio Falchi and
Claudio Gennaro and
Lucia Vadicamo and
Claudio Vairo},
title = {The {VISIONE} Video Search System: Exploiting Off-the-Shelf Text Search
Engines for Large-Scale Video Retrieval},
journal = {CoRR},
volume = {abs/2008.02749},
year = {2020},
url = {https://arxiv.org/abs/2008.02749},
eprinttype = {arXiv},
eprint = {2008.02749},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08102,
author = {Fabio Carrara and
Giuseppe Amato and
Luca Brombin and
Fabrizio Falchi and
Claudio Gennaro},
title = {Combining GANs and AutoEncoders for Efficient Anomaly Detection},
journal = {CoRR},
volume = {abs/2011.08102},
year = {2020},
url = {https://arxiv.org/abs/2011.08102},
eprinttype = {arXiv},
eprint = {2011.08102},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/it/Carrara19a,
author = {Fabio Carrara},
title = {Deep Learning for Image Classification and Retrieval: Analysis and
Solutions to Current Limitations},
school = {University of Pisa, Italy},
year = {2019},
url = {https://etd.adm.unipi.it/theses/available/etd-04172019-123023/},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/it/Carrara19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/CarraraFCAB19,
author = {Fabio Carrara and
Fabrizio Falchi and
Roberto Caldelli and
Giuseppe Amato and
Rudy Becarelli},
title = {Adversarial image detection in deep neural networks},
journal = {Multim. Tools Appl.},
volume = {78},
number = {3},
pages = {2815--2835},
year = {2019},
url = {https://doi.org/10.1007/s11042-018-5853-4},
doi = {10.1007/S11042-018-5853-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/CarraraFCAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/CarraraESZ19,
author = {Fabio Carrara and
Petr Elias and
Jan Sedmidubsk{\'{y}} and
Pavel Zezula},
title = {LSTM-based real-time action detection and prediction in human motion
streams},
journal = {Multim. Tools Appl.},
volume = {78},
number = {19},
pages = {27309--27331},
year = {2019},
url = {https://doi.org/10.1007/s11042-019-07827-3},
doi = {10.1007/S11042-019-07827-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/CarraraESZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbmi/MessinaACFG19,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Cathal Gurrin and
Bj{\"{o}}rn {\TH}{\'{o}}r J{\'{o}}nsson and
Renaud P{\'{e}}teri and
Stevan Rudinac and
St{\'{e}}phane Marchand{-}Maillet and
Georges Qu{\'{e}}not and
Kevin McGuinness and
Gylfi {\TH}{\'{o}}r Gu{\dh}mundsson and
Suzanne Little and
Marie Katsurai and
Graham Healy},
title = {Testing Deep Neural Networks on the Same-Different Task},
booktitle = {2019 International Conference on Content-Based Multimedia Indexing,
{CBMI} 2019, Dublin, Ireland, September 4-6, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CBMI.2019.8877412},
doi = {10.1109/CBMI.2019.8877412},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbmi/MessinaACFG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/AmatoCFGL19,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Gabriele Lagani},
editor = {Elisa Ricci and
Samuel Rota Bul{\`{o}} and
Cees Snoek and
Oswald Lanz and
Stefano Messelodi and
Nicu Sebe},
title = {Hebbian Learning Meets Deep Convolutional Neural Networks},
booktitle = {Image Analysis and Processing - {ICIAP} 2019 - 20th International
Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11751},
pages = {324--334},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30642-7\_29},
doi = {10.1007/978-3-030-30642-7\_29},
timestamp = {Tue, 21 Mar 2023 21:01:03 +0100},
biburl = {https://dblp.org/rec/conf/iciap/AmatoCFGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/CarraraAFG19,
author = {Fabio Carrara and
Giuseppe Amato and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Elisa Ricci and
Samuel Rota Bul{\`{o}} and
Cees Snoek and
Oswald Lanz and
Stefano Messelodi and
Nicu Sebe},
title = {Evaluation of Continuous Image Features Learned by {ODE} Nets},
booktitle = {Image Analysis and Processing - {ICIAP} 2019 - 20th International
Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11751},
pages = {432--442},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30642-7\_39},
doi = {10.1007/978-3-030-30642-7\_39},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciap/CarraraAFG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CaldelliBCFA19,
author = {Roberto Caldelli and
Rudy Becarelli and
Fabio Carrara and
Fabrizio Falchi and
Giuseppe Amato},
title = {Exploiting {CNN} Layer Activations to Improve Adversarial Image Classification},
booktitle = {2019 {IEEE} International Conference on Image Processing, {ICIP} 2019,
Taipei, Taiwan, September 22-25, 2019},
pages = {2289--2293},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICIP.2019.8803776},
doi = {10.1109/ICIP.2019.8803776},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/CaldelliBCFA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/AmatoBCDFGVV19,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Franca Debole and
Fabrizio Falchi and
Claudio Gennaro and
Lucia Vadicamo and
Claudio Vairo},
editor = {Ioannis Kompatsiaris and
Benoit Huet and
Vasileios Mezaris and
Cathal Gurrin and
Wen{-}Huang Cheng and
Stefanos Vrochidis},
title = {{VISIONE} at {VBS2019}},
booktitle = {MultiMedia Modeling - 25th International Conference, {MMM} 2019, Thessaloniki,
Greece, January 8-11, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11296},
pages = {591--596},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-05716-9\_51},
doi = {10.1007/978-3-030-05716-9\_51},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/AmatoBCDFGVV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/Carrara19,
author = {Fabio Carrara},
editor = {Massimo Mecella and
Giuseppe Amato and
Claudio Gennaro},
title = {Surrgate Text Representation of Visual Features for Fast Image Retrieval},
booktitle = {Proceedings of the 27th Italian Symposium on Advanced Database Systems,
Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2400},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2400/paper-50.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sebd/Carrara19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/CarraraDGA19,
author = {Fabio Carrara and
Franca Debole and
Claudio Gennaro and
Giuseppe Amato},
editor = {Massimo Mecella and
Giuseppe Amato and
Claudio Gennaro},
title = {Image Analysis in Technical Documentation},
booktitle = {Proceedings of the 27th Italian Symposium on Advanced Database Systems,
Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2400},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2400/paper-48.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sebd/CarraraDGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/BolettieriCDFGV19,
author = {Paolo Bolettieri and
Fabio Carrara and
Franca Debole and
Fabrizio Falchi and
Claudio Gennaro and
Lucia Vadicamo and
Claudio Vairo},
editor = {Giuseppe Amato and
Claudio Gennaro and
Vincent Oria and
Milos Radovanovic},
title = {An Image Retrieval System for Video},
booktitle = {Similarity Search and Applications - 12th International Conference,
{SISAP} 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11807},
pages = {332--339},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32047-8\_29},
doi = {10.1007/978-3-030-32047-8\_29},
timestamp = {Fri, 18 Nov 2022 17:12:34 +0100},
biburl = {https://dblp.org/rec/conf/sisap/BolettieriCDFGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wifs/CarraraCFA19,
author = {Fabio Carrara and
Roberto Caldelli and
Fabrizio Falchi and
Giuseppe Amato},
title = {On the Robustness to Adversarial Examples of Neural {ODE} Image Classifiers},
booktitle = {{IEEE} International Workshop on Information Forensics and Security,
{WIFS} 2019, Delft, The Netherlands, December 9-12, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WIFS47025.2019.9035109},
doi = {10.1109/WIFS47025.2019.9035109},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wifs/CarraraCFA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02918,
author = {Fabio Valerio Massoli and
Fabio Carrara and
Giuseppe Amato and
Fabrizio Falchi},
title = {Detection of Face Recognition Adversarial Attacks},
journal = {CoRR},
volume = {abs/1912.02918},
year = {2019},
url = {http://arxiv.org/abs/1912.02918},
eprinttype = {arXiv},
eprint = {1912.02918},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ercim/CarraraFABC19,
author = {Fabio Carrara and
Fabrizio Falchi and
Giuseppe Amato and
Rudy Becarelli and
Roberto Caldelli},
title = {Detecting Adversarial Inputs by Looking in the Black Box},
journal = {{ERCIM} News},
volume = {2019},
number = {116},
year = {2019},
url = {https://ercim-news.ercim.eu/en116/special/detecting-adversarial-inputs-by-looking-in-the-black-box},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ercim/CarraraFABC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/CarraraEFFF18,
author = {Fabio Carrara and
Andrea Esuli and
Tiziano Fagni and
Fabrizio Falchi and
Alejandro Moreo Fern{\'{a}}ndez},
title = {Picture it in your mind: generating high level visual representations
from textual descriptions},
journal = {Inf. Retr. J.},
volume = {21},
number = {2-3},
pages = {208--229},
year = {2018},
url = {https://doi.org/10.1007/s10791-017-9318-6},
doi = {10.1007/S10791-017-9318-6},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ir/CarraraEFFF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/CarraraBCFA18,
author = {Fabio Carrara and
Rudy Becarelli and
Roberto Caldelli and
Fabrizio Falchi and
Giuseppe Amato},
editor = {Laura Leal{-}Taix{\'{e}} and
Stefan Roth},
title = {Adversarial Examples Detection in Features Distance Spaces},
booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September
8-14, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11130},
pages = {313--327},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11012-3\_26},
doi = {10.1007/978-3-030-11012-3\_26},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/CarraraBCFA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MessinaACFG18,
author = {Nicola Messina and
Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Laura Leal{-}Taix{\'{e}} and
Stefan Roth},
title = {Learning Relationship-Aware Visual Features},
booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September
8-14, 2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11132},
pages = {486--501},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11018-5\_40},
doi = {10.1007/978-3-030-11018-5\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/MessinaACFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/AmatoBMCCPGLV18,
author = {Giuseppe Amato and
Paolo Bolettieri and
Davide Moroni and
Fabio Carrara and
Luca Ciampi and
Gabriele Pieri and
Claudio Gennaro and
Giuseppe Riccardo Leone and
Claudio Vairo},
title = {A Wireless Smart Camera Network for Parking Monitoring},
booktitle = {{IEEE} Globecom Workshops, {GC} Wkshps 2018, Abu Dhabi, United Arab
Emirates, December 9-13, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GLOCOMW.2018.8644226},
doi = {10.1109/GLOCOMW.2018.8644226},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/AmatoBMCCPGLV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AmatoBCFG18,
author = {Giuseppe Amato and
Paolo Bolettieri and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Large-Scale Image Retrieval with Elasticsearch},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {925--928},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210089},
doi = {10.1145/3209978.3210089},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AmatoBCFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssip/AmatoCFGV18,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Claudio Vairo},
title = {Facial-based Intrusion Detection System with Deep Learning in Embedded
Devices},
booktitle = {Proceedings of the 2018 International Conference on Sensors, Signal
and Image Processing, {SSIP} 2018, Prague, Czech Republic, October
12-14, 2018},
pages = {64--68},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3290589.3290598},
doi = {10.1145/3290589.3290598},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssip/AmatoCFGV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AmatoCFGMV17,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Carlo Meghini and
Claudio Vairo},
title = {Deep learning for decentralized parking lot occupancy detection},
journal = {Expert Syst. Appl.},
volume = {72},
pages = {327--334},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2016.10.055},
doi = {10.1016/J.ESWA.2016.10.055},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/AmatoCFGMV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbmi/CarraraFCAFB17,
author = {Fabio Carrara and
Fabrizio Falchi and
Roberto Caldelli and
Giuseppe Amato and
Roberta Fumarola and
Rudy Becarelli},
title = {Detecting adversarial example attacks to deep neural networks},
booktitle = {Proceedings of the 15th International Workshop on Content-Based Multimedia
Indexing, {CBMI} 2017, Florence, Italy, June 19-21, 2017},
pages = {38:1--38:7},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3095713.3095753},
doi = {10.1145/3095713.3095753},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbmi/CarraraFCAFB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/VadicamoCCCDFT17,
author = {Lucia Vadicamo and
Fabio Carrara and
Andrea Cimino and
Stefano Cresci and
Felice Dell'Orletta and
Fabrizio Falchi and
Maurizio Tesconi},
title = {Cross-Media Learning for Image Sentiment Analysis in the Wild},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {308--317},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.45},
doi = {10.1109/ICCVW.2017.45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/VadicamoCCCDFT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/AmatoCFG17,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Bogdan Ionescu and
Nicu Sebe and
Jiashi Feng and
Martha A. Larson and
Rainer Lienhart and
Cees Snoek},
title = {Efficient Indexing of Regional Maximum Activations of Convolutions
using Full-Text Search Engines},
booktitle = {Proceedings of the 2017 {ACM} on International Conference on Multimedia
Retrieval, {ICMR} 2017, Bucharest, Romania, June 6-9, 2017},
pages = {420--423},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3078971.3079035},
doi = {10.1145/3078971.3079035},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/AmatoCFG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CarraraEFF17,
author = {Fabio Carrara and
Andrea Esuli and
Fabrizio Falchi and
Alejandro Moreo Fern{\'{a}}ndez},
title = {Exploring epoch-dependent stochastic residual networks},
journal = {CoRR},
volume = {abs/1704.06178},
year = {2017},
url = {http://arxiv.org/abs/1704.06178},
eprinttype = {arXiv},
eprint = {1704.06178},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/CarraraEFF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/AmatoCFGV16,
author = {Giuseppe Amato and
Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro and
Claudio Vairo},
title = {Car parking occupancy detection using smart camera networks and Deep
Learning},
booktitle = {{IEEE} Symposium on Computers and Communication, {ISCC} 2016, Messina,
Italy, June 27-30, 2016},
pages = {1212--1217},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISCC.2016.7543901},
doi = {10.1109/ISCC.2016.7543901},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/AmatoCFGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CarraraEFFF16,
author = {Fabio Carrara and
Andrea Esuli and
Tiziano Fagni and
Fabrizio Falchi and
Alejandro Moreo Fern{\'{a}}ndez},
title = {Picture It In Your Mind: Generating High Level Visual Representations
From Textual Descriptions},
journal = {CoRR},
volume = {abs/1606.07287},
year = {2016},
url = {http://arxiv.org/abs/1606.07287},
eprinttype = {arXiv},
eprint = {1606.07287},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CarraraEFFF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsc/CarraraAFG15,
author = {Fabio Carrara and
Giuseppe Amato and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Ricardo Carmona{-}Gal{\'{a}}n and
{\'{A}}ngel Rodr{\'{\i}}guez{-}V{\'{a}}zquez},
title = {Efficient foreground-background segmentation using local features
for object detection},
booktitle = {Proceedings of the 9th International Conference on Distributed Smart
Camera, Seville, Spain, September 8-11, 2015},
pages = {175--180},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2789116.2789136},
doi = {10.1145/2789116.2789136},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdsc/CarraraAFG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/CarraraFG15,
author = {Fabio Carrara and
Fabrizio Falchi and
Claudio Gennaro},
editor = {Giuseppe Amato and
Richard Connor and
Fabrizio Falchi and
Claudio Gennaro},
title = {Semiautomatic Learning of 3D Objects from Video Streams},
booktitle = {Similarity Search and Applications - 8th International Conference,
{SISAP} 2015, Glasgow, UK, October 12-14, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9371},
pages = {217--228},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25087-8\_20},
doi = {10.1007/978-3-319-25087-8\_20},
timestamp = {Fri, 18 Nov 2022 17:12:34 +0100},
biburl = {https://dblp.org/rec/conf/sisap/CarraraFG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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