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2010 – today
- 2018
[j14]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
Aggregating binary local descriptors for image retrieval. Multimedia Tools Appl. 77(5): 5385-5415 (2018)- [p1]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, Maurizio Tesconi:
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306 - 2017
- [j13]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Carlo Meghini, Claudio Vairo:
Deep learning for decentralized parking lot occupancy detection. Expert Syst. Appl. 72: 327-334 (2017) - [j12]Giuseppe Amato, Richard C. H. Connor, Fabrizio Falchi, Claudio Gennaro:
Preface. Inf. Syst. 64: 151 (2017) - [c51]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Searching and annotating 100M Images with YFCC100M-HNfc6 and MI-File. CBMI 2017: 26:1-26:4 - [c50]Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Roberta Fumarola, Rudy Becarelli:
Detecting adversarial example attacks to deep neural networks. CBMI 2017: 38:1-38:7 - [c49]Lucia Vadicamo, Fabio Carrara, Andrea Cimino, Stefano Cresci, Felice Dell'Orletta, Fabrizio Falchi, Maurizio Tesconi:
Cross-Media Learning for Image Sentiment Analysis in the Wild. ICCV Workshops 2017: 308-317 - [c48]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines. ICMR 2017: 420-423 - [i9]Fabio Carrara, Andrea Esuli, Fabrizio Falchi, Alejandro Moreo Fernández:
Exploring epoch-dependent stochastic residual networks. CoRR abs/1704.06178 (2017) - 2016
- [j11]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector. JOCCH 9(4): 21:1-21:24 (2016) - [c47]Giuseppe Amato, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Large Scale Indexing and Searching Deep Convolutional Neural Network Features. DaWaK 2016: 213-224 - [c46]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Indexing 100M Images with Deep Features and MI-File. IIR 2016 - [c45]Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo:
Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval. IIR 2016 - [c44]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
Car parking occupancy detection using smart camera networks and Deep Learning. ISCC 2016: 1212-1217 - [c43]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval. MMCommons @ ACM Multimedia 2016: 11-18 - [c42]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing. SISAP 2016: 93-106 - [c41]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search. SISAP 2016: 196-209 - [c40]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. VISIGRAPP (4: VISAPP) 2016: 383-392 - [c39]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
How Effective Are Aggregation Methods on Binary Features?. VISIGRAPP (4: VISAPP) 2016: 566-573 - [i8]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
On Reducing the Number of Visual Words in the Bag-of-Features Representation. CoRR abs/1604.04142 (2016) - [i7]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. CoRR abs/1604.05576 (2016) - [i6]Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández:
Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions. CoRR abs/1606.07287 (2016) - [i5]Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo:
Aggregating Binary Local Descriptors for Image Retrieval. CoRR abs/1608.00813 (2016) - 2015
- [j10]Giuseppe Amato, Andrea Esuli, Fabrizio Falchi:
A comparison of pivot selection techniques for permutation-based indexing. Inf. Syst. 52: 176-188 (2015) - [j9]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Fast Image Classification for Monument Recognition. JOCCH 8(4): 18:1-18:25 (2015) - [c38]Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Efficient foreground-background segmentation using local features for object detection. ICDSC 2015: 175-180 - [c37]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo:
Visual Recognition in the EAGLE Project. IIR 2015 - [c36]Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Semiautomatic Learning of 3D Objects from Video Streams. SISAP 2015: 217-228 - [c35]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. SISAP 2015: 351-354 - [e1]Giuseppe Amato, Richard C. H. Connor, Fabrizio Falchi, Claudio Gennaro:
Similarity Search and Applications - 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings. Lecture Notes in Computer Science 9371, Springer 2015, ISBN 978-3-319-25086-1 [contents] - 2014
- [c34]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Paolo Bolettieri:
Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files. ICMR 2014: 439 - [c33]Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo:
Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search. SISAP 2014: 37-49 - 2013
- [c32]
- [c31]Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi:
Experimenting a Visual Attention Model in the Context of CBIR Systems. IIR 2013: 45-56 - [c30]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
On Reducing the number of Visual Words. SEBD 2013: 313-320 - [c29]Giuseppe Amato, Andrea Esuli, Fabrizio Falchi:
Pivot Selection Strategies for Permutation-Based Similarity Search. SISAP 2013: 91-102 - [c28]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro:
Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors. SISAP 2013: 245-256 - [c27]Franco Alberto Cardillo, Giuseppe Amato, Fabrizio Falchi:
Using Visual Attention in a CBIR System - Experimental Results on Landmark and Object Recognition Tasks. VISAPP (1) 2013: 468-471 - [c26]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
On Reducing the Number of Visual Words in the Bag-of-Features Representation. VISAPP (1) 2013: 657-662 - [i4]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro:
Large Scale Image Retrieval Using Vectors of Locally Aggregated Descriptors. ERCIM News 2013(95) (2013) - 2012
- [j8]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
Similarity caching in large-scale image retrieval. Inf. Process. Manage. 48(5): 803-818 (2012) - 2011
- [c25]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Combining local and global visual feature similarity using a text search engine. CBMI 2011: 49-54 - [c24]Giuseppe Amato, Fabrizio Falchi:
Local Feature based Image Similarity Functions for kNN Classification. ICAART (1) 2011: 157-166 - [c23]Giuseppe Amato, Fabrizio Falchi:
On kNN Classification and Local Feature Based Similarity Functions. ICAART (Revised Selected Papers) 2011: 224-239 - [c22]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi:
Landmark recognition in VISITO: VIsual Support to Interactive TOurism in Tuscany. ICMR 2011: 61 - [c21]Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti:
Landmark Recognition in VISITO Tuscany. MM4CH 2011: 1-13 - [c20]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Geometric consistency checks for kNN based image classification relying on local features. SISAP 2011: 81-88 - [i3]Giuseppe Amato, Fabrizio Falchi, Paolo Bolettieri:
VISITO Tuscany: Landmark Recognition for Cultural Heritage. ERCIM News 2011(86) (2011) - 2010
- [j7]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. 47(3): 599-629 (2010) - [c19]Giuseppe Amato, Fabrizio Falchi:
kNN based image classification relying on local feature similarity. SISAP 2010: 101-108
2000 – 2009
- 2009
- [j6]Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula:
Distance browsing in distributed multimedia databases. Future Generation Comp. Syst. 25(1): 64-76 (2009) - [c18]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
Caching content-based queries for robust and efficient image retrieval. EDBT 2009: 780-790 - [c17]Paolo Bolettieri, Fabrizio Falchi, Claudio Lucchese, Yosi Mass, Raffaele Perego, Fausto Rabitti, Michal Shmueli-Scheuer:
Searching 100M Images by Content Similarity. IRCDL 2009: 88-99 - [c16]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
Caching Algorithms for Similarity Search. SEBD 2009: 145-152 - [i2]Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego, Tommaso Piccioli, Fausto Rabitti:
CoPhIR: a Test Collection for Content-Based Image Retrieval. CoRR abs/0905.4627 (2009) - [i1]Fabrizio Falchi, Tiziano Fagni, Fabrizio Sebastiani:
Adaptive Committees of Feature-Specific Classifiers for Image Classification. ERCIM News 2009(78) (2009) - 2008
- [j5]Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula:
Scalability comparison of Peer-to-Peer similarity search structures. Future Generation Comp. Syst. 24(8): 834-848 (2008) - [j4]Fabrizio Falchi, Claudio Gennaro, Pasquale Savino, Peter Stanchev:
Efficient Video-Stream Filtering. IEEE MultiMedia 15(1): 52-62 (2008) - [j3]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. 44(1): 410 (2008) - [j2]Fabrizio Falchi, Claudio Gennaro, Pavel Zezula:
Nearest neighbor search in metric spaces through Content-Addressable Networks. Inf. Process. Manage. 44(1): 411-429 (2008) - [c15]Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti:
A metric cache for similarity search. LSDS-IR 2008: 43-50 - [c14]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. DEXA Workshops 2008: 610-614 - [c13]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. IRCDL 2008: 1-12 - [c12]Fabrizio Falchi, Claudio Lucchese:
Special track on Engineering Large-Scale Distributed Systems: editorial message. SAC 2008: 453-454 - [c11]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. SEBD 2008: 382-389 - 2007
- [j1]Fabrizio Falchi, Claudio Gennaro, Pavel Zezula:
Nearest neighbor search in metric spaces through Content-Addressable Networks. Inf. Process. Manage. 43(3): 665-683 (2007) - [c10]Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
A Digital Library Framework for Reusing e-Learning Video Documents. EC-TEL 2007: 444-449 - [c9]Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula:
A distributed incremental nearest neighbor algorithm. Infoscale 2007: 82 - [c8]Fabrizio Falchi, Fausto Rabitti, Werner Schweibenz, Jan Simane:
Florentine Coats of Arms on the Web: Experimenting with Retrieval Based on Text or Image Content. ISI 2007: 1-13 - [c7]Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
Automatic metadata extraction and indexing for reusing e-learning multimedia objects. MS 2007: 21-28 - [c6]Walter Allasia, Fabrizio Falchi, Francesco Gallo, Nicola Orio:
A digital rights aware similarity measure for multimedia documents. MS 2007: 73-80 - [c5]Fabrizio Falchi, Mouna Kacimi, Yosi Mass, Fausto Rabitti, Pavel Zezula:
SAPIR: Scalable and Distributed Image Searching. SAMT (Posters and Demos) 2007 - 2006
- [c4]Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino:
Using MILOS to Build a Multimedia Digital Library Application: The PhotoBook Experience. ECDL 2006: 379-390 - [c3]Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula:
On scalability of the similarity search in the world of peers. Infoscale 2006: 20 - [c2]Giuseppe Amato, Paolo Bolettieri, Franca Debole, Fabrizio Falchi, Fausto Rabitti, Pasquale Savino:
Using MILOS to build an on-line photo album: the PhotoBook. SEBD 2006: 233-240 - 2005
- [c1]Fabrizio Falchi, Claudio Gennaro, Pavel Zezula:
A Content-Addressable Network for Similarity Search in Metric Spaces. DBISP2P 2005: 98-110
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last updated on 2018-04-11 21:31 CEST by the dblp team