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    First name: Fabrizio
    Last name: Falchi
    DBLP: 32/4659
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    Book chapter
    Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, P. Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani 0001, Maurizio Tesconi.
    How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
    A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years. 2018, Volume 31 (0) 2018
    Conference paper
    Giuseppe Amato, Richard C. H. Connor, Fabrizio Falchi, Claudio Gennaro.
    Preface.
    Inf. Syst. 2017, Volume 64 (0) 2017
    Conference paper
    Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Carlo Meghini, Claudio Vairo.
    Deep learning for decentralized parking lot occupancy detection.
    Expert Syst. Appl. 2017, Volume 72 (0) 2017
    Conference paper
    Fabio Carrara, Andrea Esuli, Fabrizio Falchi, Alejandro Moreo.
    Exploring epoch-dependent stochastic residual networks.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro.
    Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines.
    Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017 2017 (0) 2017
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    Searching and annotating 100M Images with YFCC100M-HNfc6 and MI-File.
    Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, CBMI 2017, Florence, Italy, June 19-21, 2017 2017 (0) 2017
    Conference paper
    Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Roberta Fumarola, Rudy Becarelli.
    Detecting adversarial example attacks to deep neural networks.
    Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, CBMI 2017, Florence, Italy, June 19-21, 2017 2017 (0) 2017
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo.
    Using Apache Lucene to Search Vector of Locally Aggregated Descriptors.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro.
    On Reducing the Number of Visual Words in the Bag-of-Features Representation.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo.
    Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo.
    Using Apache Lucene to Search Vector of Locally Aggregated Descriptors.
    Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP, Rome, Italy, February 27-29, 2016. 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo.
    How Effective Are Aggregation Methods on Binary Features?.
    Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP, Rome, Italy, February 27-29, 2016. 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    Large Scale Indexing and Searching Deep Convolutional Neural Network Features.
    Big Data Analytics and Knowledge Discovery - 18th International Conference, DaWaK 2016, Porto, Portugal, September 6-8, 2016, Proceedings 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    Indexing 100M Images with Deep Features and MI-File.
    Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016. 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo.
    Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval.
    Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016. 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo.
    Car parking occupancy detection using smart camera networks and Deep Learning.
    IEEE Symposium on Computers and Communication, ISCC 2016, Messina, Italy, June 27-30, 2016 2016 (0) 2016
    Journal article
    Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo.
    Aggregating Binary Local Descriptors for Image Retrieval.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo.
    Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing.
    Similarity Search and Applications - 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016. Proceedings 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search.
    Similarity Search and Applications - 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016. Proceedings 2016 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo.
    Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector.
    JOCCH 2016, Volume 9 (0) 2016
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval.
    Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, Amsterdam, Netherlands, October 16, 2016 2016 (0) 2016
    Journal article
    Giuseppe Amato, Andrea Esuli, Fabrizio Falchi.
    A comparison of pivot selection techniques for permutation-based indexing.
    Inf. Syst. 2015, Volume 52 (0) 2015
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo.
    Visual Recognition in the EAGLE Project.
    Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015. 2015 (0) 2015
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro.
    Fast Image Classification for Monument Recognition.
    JOCCH 2015, Volume 8 (0) 2015
    Conference paper
    Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro.
    Efficient foreground-background segmentation using local features for object detection.
    Proceedings of the 9th International Conference on Distributed Smart Camera, Seville, Spain, September 8-11, 2015 2015 (0) 2015
    Conference paper
    Fabio Carrara, Fabrizio Falchi, Claudio Gennaro.
    Semiautomatic Learning of 3D Objects from Video Streams.
    Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings 2015 (0) 2015
    Conference paper
    Paolo Bolettieri, Vittore Casarosa, Fabrizio Falchi, Lucia Vadicamo, Philippe Martineau, Silvia Orlandi, Raffaella Santucci.
    Searching the EAGLE Epigraphic Material Through Image Recognition via a Mobile Device.
    Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings 2015 (0) 2015
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Paolo Bolettieri.
    Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files.
    International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014 2014 (0) 2014
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo.
    Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search.
    Similarity Search and Applications - 7th International Conference, SISAP 2014, Los Cabos, Mexico, October 29-31, 2014. Proceedings 2014 (0) 2014
    Conference paper
    Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi.
    Using Visual Attention in a CBIR System - Experimental Results on Landmark and Object Recognition Tasks.
    VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications, Volume 1, Barcelona, Spain, 21-24 February, 2013. 2013 (0) 2013
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro.
    On Reducing the Number of Visual Words in the Bag-of-Features Representation.
    VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications, Volume 1, Barcelona, Spain, 21-24 February, 2013. 2013 (0) 2013
    Conference paper
    Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi.
    Experimenting a Visual Attention Model in the Context of CBIR Systems.
    Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013 2013 (0) 2013
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro.
    Visual Features Selection.
    Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013 2013 (0) 2013
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro.
    Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors.
    Similarity Search and Applications - 6th International Conference, SISAP 2013, A Coruña, Spain, October 2-4, 2013, Proceedings 2013 (0) 2013
    Conference paper
    Giuseppe Amato, Andrea Esuli, Fabrizio Falchi.
    Pivot Selection Strategies for Permutation-Based Similarity Search.
    Similarity Search and Applications - 6th International Conference, SISAP 2013, A Coruña, Spain, October 2-4, 2013, Proceedings 2013 (0) 2013
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro.
    Large Scale Image Retrieval Using Vectors of Locally Aggregated Descriptors.
    ERCIM News 2013, Volume 2013 (0) 2013
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    On Reducing the number of Visual Words.
    21st Italian Symposium on Advanced Database Systems, SEBD 2013, Roccella Jonica, Reggio Calabria, Italy, June 30 - July 4, 2013. 2013 (0) 2013
    Conference paper
    Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando 0001, Raffaele Perego, Fausto Rabitti.
    Similarity caching in large-scale image retrieval.
    Inf. Process. Manage. 2012, Volume 48 (0) 2012
    Conference paper
    Giuseppe Amato, Fabrizio Falchi.
    Local Feature based Image Similarity Functions for kNN Classification.
    ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence, Rome, Italy, January 28-30, 2011 2011 (0) 2011
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro.
    Geometric consistency checks for kNN based image classification relying on local features.
    Fourth International Conference on Similarity Search and Applications, SISAP 2011, Lipari Island, Italy, June 30 - July 01, 2011 2011 (0) 2011
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi.
    Landmark recognition in VISITO: VIsual Support to Interactive TOurism in Tuscany.
    Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011 2011 (0) 2011
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Paolo Bolettieri.
    VISITO Tuscany: Landmark Recognition for Cultural Heritage.
    ERCIM News 2011, Volume 2011 (0) 2011
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    Combining local and global visual feature similarity using a text search engine.
    9th International Workshop on Content-Based Multimedia Indexing, CBMI 2011, Madrid, Spain, June 13-15, 2011 2011 (0) 2011
    Conference paper
    Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti.
    Landmark Recognition in VISITO Tuscany.
    Multimedia for Cultural Heritage - First International Workshop, MM4CH 2011, Modena, Italy, May 3, 2011, Revised Selected Papers 2012 (0) 2011
    Conference paper
    Giuseppe Amato, Fabrizio Falchi.
    On kNN Classification and Local Feature Based Similarity Functions.
    Agents and Artificial Intelligence - Third International Conference, ICAART 2011, Rome, Italy, January, 28-30, 2011. Revised Selected Papers 2013 (0) 2011
    Journal article
    Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula.
    Building a web-scale image similarity search system.
    Multimedia Tools Appl. 2010, Volume 47 (0) 2010
    Conference paper
    Giuseppe Amato, Fabrizio Falchi.
    kNN based image classification relying on local feature similarity.
    Third International Workshop on Similarity Search and Applications, SISAP 2010, 18-19 September 2010, Istanbul, Turkey 2010 (0) 2010
    Conference paper
    Paolo Bolettieri, Fabrizio Falchi, Claudio Lucchese, Yosi Mass, Raffaele Perego, Fausto Rabitti, Michal Shmueli-Scheuer.
    Searching 100M Images by Content Similarity.
    Post-proceedings of the Fifth Italian Research Conference on Digital Libraries - IRCDL 2009, Padova, Italy, 29-30 January 2009 2009 (0) 2009
    Conference paper
    Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando 0001, Raffaele Perego, Fausto Rabitti.
    Caching Content-based Queries for Robust and Efficient Image Retrieval
    EDBT 2009, 12th International Conference on Extending Database Technology, Saint Petersburg, Russia, March 24-26, 2009 2009, Research (0) 2009
    Conference paper
    Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego, Tommaso Piccioli, Fausto Rabitti.
    CoPhIR: a Test Collection for Content-Based Image Retrieval
    CoRR 2009, Volume 0 (0) 2009
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula.
    Distance browsing in distributed multimedia databases.
    Future Generation Comp. Syst. 2009, Volume 25 (0) 2009
    Conference paper
    Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando 0001, Raffaele Perego, Fausto Rabitti.
    Caching Algorithms for Similarity Search.
    Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, SEBD 2009, Camogli, Italy, June 21-24, 2009 2009 (0) 2009
    Journal article
    Fabrizio Falchi, Tiziano Fagni, Fabrizio Sebastiani 0001.
    Adaptive Committees of Feature-Specific Classifiers for Image Classification.
    ERCIM News 2009, Volume 2009 (0) 2009
    Conference paper
    Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando 0001, Raffaele Perego, Fausto Rabitti.
    A metric cache for similarity search.
    Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, LSDS-IR 2008, Napa Valley, California, USA, October 30, 2008 2008 (0) 2008
    Conference paper
    Walter Allasia, Fabrizio Falchi, Francesco Gallo, Mouna Kacimi, Aaron Kaplan, Jonathan Mamou, Yosi Mass, Nicola Orio.
    Audio-Visual Content Analysis in P2P Networks: The SAPIR Approach.
    19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 1-5 September 2008, Turin, Italy 2008 (0) 2008
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries.
    Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, IRCDL 2008, Padova, Italy, 24-25 January 2008 2008 (0) 2008
    Conference paper
    Fabrizio Falchi, Claudio Lucchese.
    Special track on Engineering Large-Scale Distributed Systems: editorial message.
    Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008 2008 (0) 2008
    Conference paper
    Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula.
    Crawling, Indexing, and Similarity Searching Images on the Web.
    Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, SEBD 2008, 22-25 June 2008, Mondello, PA, Italy 2008 (0) 2008
    Conference paper
    Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula.
    Scalability comparison of Peer-to-Peer similarity search structures.
    Future Generation Comp. Syst. 2008, Volume 24 (0) 2008
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Pasquale Savino, Peter Stanchev.
    Efficient Video-Stream Filtering.
    IEEE MultiMedia 2008, Volume 15 (0) 2008
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Pavel Zezula.
    Erratum to "Nearest neighbor search in metric spaces through Content-Addressable Networks" [Information Processing and Management 43 (2007) 665-683].
    Inf. Process. Manage. 2008, Volume 44 (0) 2008
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Pavel Zezula.
    Nearest neighbor search in metric spaces through Content-Addressable Networks.
    Inf. Process. Manage. 2008, Volume 44 (0) 2008
    Conference paper
    Fabrizio Falchi, Fausto Rabitti, Werner Schweibenz, Jan Simane.
    Florentine Coats of Arms on the Web: Experimenting with Retrieval Based on Text or Image Content.
    "Open Innovation" - Neue Perspektiven im Kontext von Information und Wissen: 10. Internationalen Symposiums für Informationswissenschaft, ISI 2007, Köln, Germany, 30. Mai - 1. Juni 2007. 2007 (0) 2007
    Conference paper
    Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    A Digital Library Framework for Reusing e-Learning Video Documents.
    Creating New Learning Experiences on a Global Scale, Second European Conference on Technology Enhanced Learning, EC-TEL 2007, Crete, Greece, September 17-20, 2007, Proceedings 2007 (0) 2007
    Conference paper
    Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti.
    Automatic metadata extraction and indexing for reusing e-learning multimedia objects.
    Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, MS 2007, Augsburg, Bavaria, Germany, September 28, 2007 2007 (0) 2007
    Conference paper
    Walter Allasia, Fabrizio Falchi, Francesco Gallo, Nicola Orio.
    A digital rights aware similarity measure for multimedia documents.
    Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, MS 2007, Augsburg, Bavaria, Germany, September 28, 2007 2007 (0) 2007
    Conference paper
    Fabrizio Falchi, Mouna Kacimi, Yosi Mass, Fausto Rabitti, Pavel Zezula.
    SAPIR: Scalable and Distributed Image Searching.
    Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, Genoa, Italy, December 5-7, 2007 2007 (0) 2007
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula.
    A distributed incremental nearest neighbor algorithm.
    Proceedings of the 2nf International Conference on Scalable Information Systems, Infoscale 2007, Suzhou, China, June 6-8, 2007 2007 (0) 2007
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Pavel Zezula.
    Nearest neighbor search in metric spaces through Content-Addressable Networks.
    Inf. Process. Manage. 2007, Volume 43 (0) 2007
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino.
    Using MILOS to Build a Multimedia Digital Library Application: The PhotoBook Experience.
    Research and Advanced Technology for Digital Libraries, 10th European Conference, ECDL 2006, Alicante, Spain, September 17-22, 2006, Proceedings 2006 (0) 2006
    Conference paper
    Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino.
    Using MILOS to build an on-line photo album: the PhotoBook.
    Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, SEBD 2006, Portonovo (Ancona), 18-21 June 2006 2006 (0) 2006
    Conference paper
    Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula.
    On scalability of the similarity search in the world of peers.
    Proceedings of the 1st International Conference on Scalable Information Systems, Infoscale 2006, Hong Kong, May 30-June 1, 2006 2006 (0) 2006
    Conference paper
    Fabrizio Falchi, Claudio Gennaro, Pavel Zezula.
    A Content-Addressable Network for Similarity Search in Metric Spaces.
    Databases, Information Systems, and Peer-to-Peer Computing, International Workshops, DBISP2P 2005/2006, Trondheim, Norway, August 28-29, 2005, Seoul, Korea, September 11, 2006, Revised Selected Papers 2007 (0) 2005
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