Networked Multimedia Information Systems Laboratory


Fabrizio Falchi

Fabrizio Falchi
Research Staff
Telephone: +390503152911
Address: via G. Moruzzi, 1 - 56124 Pisa

Fabrizio Falchi is researcher at ISTI CNR. He has a PhD in Information Engineer from Università di Pisa and a PhD in Informatics from Masaryk University in Brno. He also has a MBA in “Innovation Management and Service Engineer” from Scuola Superiore Sant’Anna di Pisa. He has participated in many European and National projects (SAPIR, VISITO Tuscany, ASSETS, NeP4B, etc.) with roles of task leader, technical leader and scientific advisor.

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Social sensing for breakingnews
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Building Research environments for fostering Innovation, Decision making, Governance and Education to support Blue growth
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Open Access Infrastructure for Research in Europe towards 2020
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Energia da Fonti Rinnovabili e ICT per la Sostenibilità Energetica
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Electronic Archive of Greek and Latin Epigraphy
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Presto4U
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Intelligent platform based on crowdsourcing and crowdsensing tecnology to allow security plus crisis and emergency management
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Advanced Search Services and Enhanced Technological Solutions for the European Digital Library
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Le Geografie della Memoria
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VIsual Support to Interactive TOurism in Tuscany
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Mobility and Tourism in Urban Scenarios
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Search In Audio Visual Content Using Peer-to-peer IR
  The CoPhIR (Content-based Photo Image Retrieval) Test-Collection has been developed to make significant tests on the...

Journal articles

   2017
1Amato G., Carrara F., Falchi F., Gennaro C., Meghini C., Vairo C. Deep learning for decentralized parking lot occupancy detection. In: Expert Systems with Applications, vol. 72 (April 2017) pp. 327 - 334. [Online First 29 Octover 2016] Elsevier, 2017.        

   2016
2Amato G., Bolettieri P., Falchi F., Vadicamo L. Sistema di riconoscimento delle immagini e mobile app. In: Forma Vrbis, vol. XXI (1) pp. 22 - 25. E.S.S. Editorial Service System, 2016.     
3Amato G., Falchi F., Vadicamo L. Visual recognition of ancient inscriptions using Convolutional Neural Network and Fisher Vector. In: Journal on Computing and Cultural Heritage (JOCCH), vol. 9 (4) article n. 21. ACM, 2016.        

   2015
4Amato G., Esuli A., Falchi F. A comparison of pivot selection techniques for permutation-based indexing. In: Information Systems, vol. 52 (AugustSeptember 2015) pp. 176 - 188. Special Issue on Selected Papers from SISAP 2013. Elsevier, 2015. [Online First 2 February 2015]        
5Amato G., Falchi F., Gennaro C. Fast image classification for monument recognition. In: Journal on Computing and Cultural Heritage (JOCCH), vol. 8 (4) article n. 18. ACM, 2015.        

   2013
6Amato G., Bolettieri P., Falchi F., Gennaro C. Large scale image retrieval using vector of locally aggregated descriptors. In: ERCIM NEWS, vol. 2013 (95) pp. 36 - 37. ERCIM EEIG, 2013.     

   2012
7Falchi F., Lucchese C., Orlando S., Perego R., Rabitti F. Similarity caching in large-scale image retrieval. In: Information Processing & Management, vol. 48 (5) pp. 803 - 818. Elsevier, 2012.              

   2011
8Amato G., Falchi F., Bolettieri P. VISITO Tuscany: landmark recognition for cultural heritage. In: ERCIM News, vol. 86 pp. 22 - 23. ERCIM, 2011.     

   2010
9Fagni T., Falchi F., Sebastiani F. Image classification via adaptive ensembles of descriptor-specific classifiers. In: Pattern Recognition and Image Analysis, vol. 20 (1) pp. 21 - 28. Springer Verlag, 2010.        
10Lucchese C., Batko M., Falchi F., Novak D., Perego R., Rabitti F., Sedmidubsky J., Zezula P. Building a web-scale image similarity search system. In: Multimedia Tools and Applications, vol. 47 (3) pp. 599 - 629. Springer, 2010.        

   2009
11Fagni T., Falchi F., Sebastiani F. Adaptive committees of feature-specific classifiers for image classification. In: ERCIM News, vol. 78 pp. 41 - 41. ERCIM, 2009.  
12Falchi F., Gennaro C., Rabitti F., Zezula P. Distance browsing in distributed multimedia databases. In: Future Generation Computer Systems, vol. 25 (1) pp. 64 - 76. Elsevier, 2009.        

   2008
13Batko M., Novak D., Falchi F., Zezula P. Scalability comparison of Peer-to-Peer similarity-search structures. In: Future Generation Computer Systems, vol. 24 (8) pp. 834 - 848. Elsevier Science Publishers B. V, 2008.        
14Falchi F., Gennaro C., Savino P., Stanchev P. Efficient video-stream filtering. In: Ieee Multimedia, vol. 15 (1) pp. 52 - 62. IEEE Computer Society, 2008.        
15Falchi F., Gennaro C., Zezula P. Nearest neighbor search in metric spaces through content-addressable networks. In: Information Processing and Management, vol. 44 (1) pp. 411 - 429. Elsevier, 2008.        

   2007
16Falchi F., Gennaro C., Zezula P. Nearest neighbor search in metric spaces through content-addressable networks. In: Information Processing and Management, vol. 43 (3) pp. 665 - 683. Elsevier, 2007.     

Contribution to Book/Monograph

   2018
1Amato G., Candela L., Castelli D., Esuli A., Falchi F., Gennaro C., Giannotti F., Monreale A., Nanni M., Pagano P., Pappalardo L., Pedreschi D., Pratesi F., Rabitti F., Rinzivillo S., Rossetti G., Ruggieri S., Sebastiani F., Tesconi M. How data mining and machine learning evolved from relational data base to data science. In: A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years. pp. 287 - 306. Sergio Flesca, Sergio Greco, Elio Masciari, Domenico Sacc (eds.). (Studies in Big Data, vol. 31). [Online First 31 May 2017] Cham, Switzerland: Springer, 2018.        

   2013
2Amato G., Falchi F. On kNN classification and local feature based similarity functions. In: Agents and Artificial Intelligence. pp. 224 - 239. Joaquim Felipe, Ana Fred (eds.). (Communications in Computer and Information Science, vol. 271). Heidelberg: Springer, 2013.        

   2012
3Amato G., Falchi F., Rabitti F. Landmark recognition in VISITO Tuscany. In: Multimedia for Cultural Heritage. Revised selected papers. vol. 1 pp. 1 - 13. Costantino Grana, Rita Cucchiara (eds.). (Communications in Computer and Information Science, vol. 247). Berlin: Springer-Verlag Berlin Heidelberg (New York, NY, USA), 2012.        

   2007
4Falchi F., Gennaro C., Zezula P. A content-addressable network for similarity search in metric spaces. In: Databases, Information Systems, and Peer-to-Peer Computing. pp. 98 - 110. Gianluca Moro, Sonia Bergamaschi, Sam Joseph, Jean-Henry Morin and Aris M. Ouksel (eds.). (Lecture Notes in Computer Science, vol. 4125). Berlin, Heidelberg: Springer, 2007.        

Proceedings

   2016
1Amato G., Carrara F., Falchi F., Gennaro C., Vairo C. Car parking occupancy detection using smart camera networks and Deep Learning. In: ISCC 2016 - IEEE Symposium on Computers and Communication (Messina, Italy, 27-30 June 2016). Proceedings, pp. 1212 - 1217. IEEE, 2016.        
2Amato G., Falchi F., Rabitti F., Vadicamo L. Combining fisher vector and convolutional neural networks for image retrieval. In: IIR 2016 - Italian Information Retrieval Workshop (Venezia, Italy, 30-31 May 2016). Atti, article n. 19. Giorgio Maria Di Nunzio, Franco Maria Nardini, Salvatore Orlando (eds.). (CEUR Workshop Proceedings, vol. 1653). CEUR-WS.org, 2016.     
3Amato G., Falchi F., Gennaro C., Vadicamo L. Deep permutations: deep convolutional neural networks and permutation-based indexing. In: SISAP 2016 - Similarity Search and Applications. 9th International Conference (Tokyo, Japan, 24-26 October 2016). Proceedings, pp. 93 - 106. Amsaleg L., Houle M., Schubert E (eds.). (Lecture Notes in Computer Science, vol. 9939). Springer, 2016.        
4Amato G., Falchi F., Vadicamo L. How effective are aggregation methods on binary features?. In: VISAPP 2016 - International Conference on Computer Vision Theory and Applications (Roma, Italy, 27-29 February 2016). Proceedings, vol. 4 pp. 556 - 573. Nadia Magnenat-Thalmann, Paul Richard, Lars Linsen, Alexandru Telea, Sebastiano Battiato, Francisco Imai, Jos Braz (eds.). SciTePress - Science and Technology Publications, 2016.        
5Amato G., Bolettieri P., Falchi F., Gennaro C., Vadicamo L. Using Apache Lucene to search vector of locally aggregated descriptors. In: VISAPP 2016 - 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Roma, Italy, 27-29 February 2016). Proceedings, vol. 4 pp. 383 - 392. Nadia Magnenat-Thalmann, Paul Richard, Lars Linsen, Alexandru Telea, Sebastiano Battiato, Francisco Imai, Jos Braz (eds.). SciTePress - Science and Technology Publications, 2016.        

   2015
6Amato G., Bolettieri P., Falchi F., Rabitti F., Vadicamo L. Visual recognition in the EAGLE project. In: IIR 2015 - Italian Information Retrieval Workshop (Cagliari, Italy, 25-26 May 2015). Atti, article n. 2. Paolo Boldi, Raffaele Perego, Fabrizio Sebastiani (eds.). (CEUR Workshop Proceedings, vol. 1404). CEUR-WS.org, 2015.     
7Bolettieri P., Casarosa V., Falchi F., Vadicamo L., Martineau P., Orlandi S., Santucci R. Searching the EAGLE epigraphic material through image recognition via a mobile device. In: SISAP 2015 - Similarity Search and Applications. 8th International Conference (Glasgow, UK, 12-14 October 2015). Proceedings, pp. 351 - 354. Giuseppe Amato et al... (eds.). (Lecture Notes in Computer Science, vol. 9371). Springer, 2015.        
8Carrara F., Amato G., Falchi F., Gennaro C. Efficient foreground-background segmentation using local features for object detection. In: ICDSC'15 - 9th International Conference on Distributed Smart Cameras (Seville, Spain, 8-11 September 2015). Proceedings, pp. 175 - 180. ACM, 2015.        
9Carrara F., Falchi F., Gennaro C. Semiautomatic learning of 3D objects from video streams. In: SISAP 2015 - Similarity Search and Applications. 8th International Conference (Glasgow, UK, 12-14 October 2015). Proceedings, pp. 217 - 228. Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro (eds.). (Lecture Notes in Computer Science, vol. 9371). Springer, 2015.        

   2014
10Amato G., Falchi F., Rabitti F., Vadicamo L. Aggregating local descriptors for epigraphs recognition. In: DiPP 2014 - The Fourth International Conference on Digital Presentation and Preservation of Cultural and Scientific Heritage (Veliko Tarnovo, Bulgaria, 18-21 Settembre 2014). Proceedings, pp. 49 - 58. (Digital Presentation and Preservation of Cultural and Scientific Heritage, vol. 4). Institute of Mathematics and Informatics Bulgarian Academy of Sciences, 2014.     
11Amato G., Bolettieri P., Falchi F., Gennaro C. Indexing vectors of locally aggregated descriptors using inverted files. In: ICMR'14 - ACM International Conference on Multimedia Retrieval (Glasgow, UK, 1 - 4 April 2014). Proceedings, pp. 439 - 442. ACM, 2014.        
12Amato G., Falchi F., Rabitti F., Vadicamo L. Inscriptions visual recognition. A comparison of state-of-the-art object recognition approaches. In: EAGLE 2014 - First EAGLE International Conference (Parigi, Francia, 29-30 September - 1 October 2014). Proceedings, pp. 117 - 131. Silvia Orlandi, Raffaella Santucci, Vittore Casarosa, Pietro Maria Liuzzo (eds.). (Collana Convegni, vol. 26). Sapienza Universit Editrice, 2014.     
13Amato G., Falchi F., Rabitti F., Vadicamo L. Some theoretical and experimental observations on permutation spaces and similarity search. In: SISAP 2014 - Similarity Search and Applications. 7th International Conference (Los Cabos, Mexico, 29-31 Ottobre 2014). Proceedings, pp. 37 - 49. Agma Juci Machado Traina, Caetano Traina Jr., Robson Leonardo Ferreira Cordeiro (eds.). (Lecture Notes in Computer Science, vol. 8821). Springer, 2014.        

   2013
14Allasia W., Falchi F., Gallo F., Meghini C. Autonomic preservation of "Access Copies" of digital contents. In: Memory of the World in the Digital Age: Digitization and Preservation (Vancouver, British Columbia, Canada, 26-28 September 2012). Proceedings, pp. 976 - 987. Luciana Duranti, Elizabeth Shaffer (eds.). UNESCO, 2013.     
15Amato G., Bolettieri P., Falchi F., Gennaro C. Evaluating inverted files for visual compact codes on a large scale. In: LSDS-IR 2013 - 10th International Workshop on Large-Scale and Distributed Systems for Information Retrieval (Rome, 5 February 2013). Proceedings, article n. 10. Isdir.org, 2013.     
16Amato G., Bolettieri P., Falchi F., Gennaro C. Large scale image retrieval using vector of locally aggregated descriptors. In: SISAP 2013 - Similarity Search and Applications. 6th International Conference (A Corua, Spain, 2-4 October 2013). Proceedings, pp. 245 - 256. Nieves Brisaboa, Oscar Pedreira, Pavel Zezula. (Lecture Notes in Computer Science, vol. 8199). Springer, 2013.        
17Amato G., Falchi F., Gennaro C. On reducing the number of visual words in the bag-of-features representation. In: VISAPP 2013 - International Conference on Computer Vision Theory and Applications (Barcellona, Spain, 21-24 February 2013). Proceedings, vol. 1 pp. 468 - 471. Sebastiano Battiato, Jos Braz (eds.). SciTePress Science and Technology Publications, 2013.  
18Amato G., Esuli A., Falchi F. Pivot selection strategies for permutation-based similarity search. In: SISAP 2013 - Similarity Search and Applications. 6th International Conference (A Corua, Spain, 2-4 October 2013). Proceedings, pp. 91 - 102. Nieves Brisaboa, Oscar Pedreira, Pavel Zezula. (Lecture Notes in Computer Science, vol. 8199). Springer, 2013.        
19Amato G., Falchi F., Gennaro C. Visual features selection. In: IIR 2013 - Fourth Italian Information Retrieval Workshop (Pisa, 16-17 January 2013). Proceedings, vol. 964 pp. 41 - 44. Roberto Basili, Fabrizio Sebastiani, Giovanni Semeraro (eds.). (CEUR Workshop Proceedings, vol. 964). CEUR-WS.org, 2013.     
20Cardillo F. A., Amato G., Falchi F. Using visual attention in a CBIR system - Experimental results on landmark and object recognition tasks. In: VISAPP 2013 - International Conference on Computer Vision Theory and Applications (Barcellona, Spain, 21-24 February 2013). Proceedings, vol. I pp. 657 - 662. Sebastiano Battiato, Jos Braz (eds.). SciTePress Science and Technology Publications, 2013.  

   2011
21Amato G., Bolettieri P., Falchi F., Gennaro C., Rabitti F. Combining local and global visual feature similarity using a text search engine. In: CBMI 2011 - 9th International Workshop on Content-Based Multimedia Indexing (Madrid, 13-15 June 2011). Proceedings, pp. 49 - 54. IEEE, 2011.        
22Amato G., Falchi F., Gennaro C. Geometric consistency checks for kNN based image classification relying on local features. In: SISAP 2011 - Fourth International Conference on SImilarity Search and APplications (Lipari, Italia, 30 Giugno - 1 Luglio 2011). Proceedings, pp. 81 - 88. Alfredo Ferro. ACM, 2011.        
23Amato G., Bolettieri P., Falchi F., Rabitti F., Savino P. Indexing support vector machines for efficient top-k classification. In: MMEDIA 2011 - Third International Conferences on Advances in Multimedia (Budapest, Hungary, 17-22 Aprile 2011). Proceedings, pp. 56 - 61. XPS (Xpert Publishing Services), 2011.     
24Amato G., Falchi F. Local feature based image similarity functions for kNN classification. In: ICAART 2011 - 3rd International Conference on Agents and Artificial Intelligence (Roma, 28-30 Gennaio 2011). Proceedings, vol. 1 pp. 157 - 166. Joaquim Filipe, Ana L. N. Fred (eds.). SciTePress, 2011.  

   2010
25Amato G., Falchi F., Bolettieri P. Recognizing landmarks using automated classification techniques: evaluation of various visual features. In: MMEDIA 2010 - 2010 Second International Conferences on Advances in Multimedia (Athens/Glyfada, Greece, 13-19 June 2010). Proceedings, pp. 78 - 83. IEEE, 2010.        
26Amato G., Falchi F. kNN based image classification relying on local feature similarity. In: SISAP 2010 - Third International Workshop on Similarity Search and Applications (Istanbul, Turkey, 18-19 September 2010). Proceedings, pp. 101 - 108. P. Ciaccia, M. Patella (eds.). ACM, 2010.        

   2009
27Bolettieri P., Falchi F., Lucchese C., Yosi M., Perego R., Rabitti F., Shmueli-Scheurer M. Searching 100M images by content similarity. In: IRCDL 2009 - 5th Italian Research Conference on Digital Libraries (Padova, 29-30 Gennaio 2009). Atti, pp. 88 - 99. M. Agosti, F. Esposito, C. Thanos (eds.). DELOS: an Association for Digital Libraries, 2009.  
28Fagni T., Falchi F., Sebastiani F. Adaptive committees of feature-specific classifiers for image classification. In: IMTA'09 - 2nd International Workshop on Image Mining Theory and Applications (Lisbon, PT, 7 febbraio 2009). Proceedings, pp. 113 - 122. Igor Gurevich, Heinrich Niemann, Ovidio Salvetti (eds.). INSTICC Press, 2009.  
29Falchi F., Lucchese C., Orlando S., Perego R., Rabitti F. Caching content-based queries for robust and efficient image retrieval. In: EDBT 2009 - 12th International Conference on Extending Database Technology: Advances in Database Technology (Saint-Petersburg, Russia, 23-26 Marzo 2009). Proceedings, pp. 780 - 790. (Extending Database Technology, vol. 360). ACM, 2009.        
30Lucchese C., Falchi F., Perego R., Rabitti F., Orlando S. Caching algorithms for similarity search. In: SEBD 2009 - 17th Italian Symposium on Advanced Database Systems (Camogli, Genova, 21-24 June 2009). Atti, Seneca Edizioni, 2009.  
31Lucchese C., Perego R., Bolettieri P., Esuli A., Falchi F., Rabitti F. Enabling content-based image retrieval in very large digital libraries. In: VLDL 2009 - Second Workshop on Very Large Digital Libraries (Corfu, Greece, 2 October 2009). Proceedings, pp. 43 - 50. Yannis Ioannidis, Paolo Manghi, Pasquale Pagano (eds.). DELOS, 2009.  

   2008
32Allasia W., Falchi F., Gallo F., Kacimi M., Mamou J., Mass Y., Orio N. Audio-visual content analysis in P2P networks: the SAPIR approach. In: DEXA'08 - 1st International Workshop on Automated Information Extraction in Media Production in conjunction with the 19th International Conference on Database and Expert Systems Application (Turin, Italy, 1-5 September 2008). Proceedings, pp. 610 - 614. IEEE Computer Society, 2008.           
33Amato G., Bolettieri P., Debole F., Falchi F., Gennaro C., Rabitti F. Using MPEG-7 for automatic annotation of audiovisual content in eLearning Digital Libraries. In: IRCDL - 4th Italian Research Conference on Digital Library Systems (Padua, 24-25 January 2008). Atti, pp. 1 - 12. Maristella Agosti, Floriana Esposito, Costantino Thanos (eds.). DELOS: an Association for Digital Libraries, 2008.  
34Batko M., Falchi F., Lucchese C., Novak D., Perego R., Rabitti F., Sedmidubsky J., Zezula P. Crawling, indexing, and similarity searching images on the Web. In: SEBD 2008 - Sixteenth Italian Symposium on Advanced Database Systems (Mondello (PA), 22-25 June 2008). Atti, pp. 382 - 389. Salvatore Gaglio, Ignazio Infantino, Domenico Sacc (eds.). Fotograf, 2008.  
35Lucchese C., Perego R., Rabitti F., Falchi F., Orlando S. A metric cache for similarity search. In: LSDS-IR '08 - Sixth Workshop on Large-Scale Distributed Systems for Information Retrieval (Napa Valley California, October 30 2008). Proceedings, pp. 43 - 50. ACM, 2008.     

   2007
36Allasia W., Falchi F., Gallo F., Orio N. A digital rights aware similarity measure for multimedia documents. In: International Multimedia Conference. Workshop on multimedia information retrieval on The many faces of multimedia semantics (28 Settembre 2007). Proceedings, pp. 73 - 80. ACM, 2007.     
37Allasia W., Falchi F., Gallo F. A similarity approach on searching for digital rights. In: Multimedia Metadata Applications Workshop. Held in conjunction of International Conference on New Media and Semantics Systems. I-MEDIA'07 and I-SEMANTICS'07 (Graz, Austria, 5-7 September 2007). Proceedings, pp. 147 - 154. Laus Tochtermann et al.. (eds.). (Journal of Universal Computer Science). Springer Verlag, 2007.  
38Allasia W., Chiariglione F., Gallo F., Falchi F. An Innovative approach for Indexing and Searching Digital Rights. In: Third International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution. AXMEDIS'07 (Barcelona, Spain, 28-30 November 2007). Proceedings, pp. 147 - 154. J. Delgado, K. Ng, P. Nesi, P. Bellini (eds.). IEEE Computer Society, 2007.     
39Amato G., Bolettieri P., Debole F., Falchi F., Gennaro C., Rabitti F., Savino P. A Tutorial on the MILOS Multimedia Content Management System. In: Russian Conference on Digital Libaries. RCDL 2007 (Perseslavl (Russia), 15-18 October 2007). Proceedings, pp. 16 - 24. 2007.  
40Bolettieri P., Falchi F., Gennaro C., Rabitti F. A digital library framework for reusing e-learning video documents. In: Creating New Learning Experiences on a Global Scale . Second European Conference on Technology Enhanced Learning, EC-TEL 2007 (Crete, Greece, 17-20 September 2007). Proceedings, pp. 444 - 449. Erik Duval, Ralf Klamma and Martin Wolpers (eds.). (Lecture Notes in Computer Science, vol. 4753). Springer Berlin / Heidelberg, 2007.        
41Bolettieri P., Falchi F., Gennaro C., Rabitti F. Automatic metadata extraction and indexing for reusing e-learning multimedia objects. In: International Multimedia Conference. Workshop on multimedia information retrieval on The many faces of multimedia semantics (Augsburg, Bavaria, Germany, 28 September 2007). Proceedings, pp. 21 - 28. ACM, 2007.        
42Falchi F., Gennaro C., Rabitti F., Zezula P. A distributed incremental nearest neighbor algorithm. In: 2nd international conference on Scalable information systems. Infoscale'07 (Suzhou, China, June 6-8 2007). Proceedings, ACM, 2007.  
43Falchi F., Rabitti F., Schweibenz W., Simane J. Florentine coats of arms on the Web: experimenting retrieval based on text or image content. In: Open Innovation. Neue Perspektiven im Kontext von Information und Wissen. Beitrge des 10. Internationalen Symposiums fr Informationswissenschaft (ISI 2007) und der 13. Jahrestagung der IuK-Initiative Wissenschaft (Kln, May 30 - June 1 2007). Proceedings, pp. 1 - 12. Uvk Verlags GmbH, 2007.  
44Falchi F., Rabitti F., Schweibenz W., Simane J. The Web database of Florentine coats of arms. A project of identify complex image content using both indexing and pattern recognition. In: Electronic Imaging & the Visual Arts. EVA 2007 (Florence, March 26-30 2007). Proceedings, pp. 187 - 192. Vito Cappellini, James Hemsley (eds.). Pitagora Editrice Bologna, 2007.  

   2006
45Amato G., Bolettieri P., Debole F., Falchi F., Rabitti F., Savino P. Using MILOS to build a multimedia digital library application: the photobook experience. In: Research and Advanced Technology for Digital Libraries. 10th European Conference, ECDL 2006 (Alicante, September 17-2 2006). Proceedings, vol. 4172 pp. 379 - 390. (Lecture Notes in Computer Science, vol. 4172). Springer Berlin / Heidelberg, 2006.     
46Amato G., Bolettieri P., Debole F., Falchi F., Rabitti F., Savino P. Using MILOS to build an on-line photo album: the PhotoBook. In: Italian Symposium on Advanced Database Systems. SEBD 2006 (Portonovo (Ancona), June 18-21, 2006). Atti, pp. 233 - 240. publisher information no available, 2006.  
47Batko M., Novak D., Falchi F., Zezula P. On scalability of the similarity search in the world of peers. In: International conference on Scalable information systems (Hong Kong, May 30 June 01 2006). Proceedings, vol. 152, art. 20 pp. xxx - xxx. (ACM International Conference Proceeding Series, vol. 152, article. n. 20). ACM Press, 2006.     

Editorials

   2015
1Amato G., Connor R., Falchi F., Gennaro C., (eds.) .. Similarity search and applications. pp. V - VI. Springer, 2015.        

   2008
2Falchi F., Lucchese C. Special track on Engineering Large-Scale Distributed Systems: editorial message. pp. 453 - 454. Fabrizio Falchi, Claudio Lucchese (eds.). ACM, 2008.        

Technical reports

   2016
1Carrara F., Esuli A., Fagni T., Falchi F., Moreo Fernandez A. Picture it in your mind: generating high level visual representations from textual descriptions. Technical report, 2016.     

   2015
2Amato G., Carrara F., Falchi F., Gennaro C., Vairo C. Smart Area CNR Pisa - Smart parking - Technical Report. Technical report, 2015.  
3Amato G., Carrara F., Falchi F., Gennaro C., Vairo C. Using convolutional neural networks for car parking occupancy monitoring. Technical report, 2015.  
4Carrara F., Amato G., Falchi F., Gennaro C. Efficient Foreground-Background Segmentation using Local Features for Object Detection. Technical report, 2015.  
5Zoppi F., Amato G., Bolettieri P., Falchi F., Manghi P., Mannocci A., Casarosa V. EAGLE - Second Release of AIM Infrastructure (version 1.0). EAGLE - Europeana network of Ancient Greek and Latin Epigraphy. Deliverable D4.2.2, 2015.  

   2014
6Amato G., Bolettieri P., Falchi F., Manghi P., Mannocci A., Zoppi F. EAGLE - First Release of AIM Infrastructure (version 1.0). EAGLE - Europeana network of Ancient Greek and Latin Epigraphy. Deliverable D4.2.1, 2014.  
7Bagnoli L., Teruggi D., Verbuggen E., Lindgaard P. H., Gram J. N., Rendina M., Falchi F., Walland P., Schallaure P., Houpert J., Bauer C., Fino-Radin B., Oomen J., Oleksik P. PRESTO4U - Longitudinal CoP impact analysis: simple longitudinal study of the potential impact of the CoP activities based on the CoP reports and their progress over time. European Technology for Digital Audiovisual Media Preservation. Deliverable D6.2, 2014.     
8Bailer W., Biscoglio I., Boch L., Borgotallo R., Chakravarthy A., Falchi F., Gallo F., Ligios L., Laurenson P., Melas P., Pellegrino J. PRESTO4U - Research Outputs Assessments v2. European Technology for Digital Audiovisual Media Preservation (Presto4U). Deliverable D3.3, 2014.     
9Boch L., Di Carlo A., Gallo F., Pellegrino J., Laurenson P., Rendina M., Ligios L., Ortolani S., Christensen T., Bagnoli L., Teruggi D., Verbruggen E., Falchi F. PRESTO4U - Recommendations on rights technology. European Technology for Digital Audiovisual Media Preservation. Deliverable D3.4, 2014.     
10Ligios L., Lindgaard P. H., Teruggi D., Verbruggen E., Chakravarthy A., Laurenson P., McNeil J., Cristensen T., Bagnoli L., Falchi F., Snyders M. PRESTO4U - CoP Progress report year 2. European Technology for Digital Audiovisual Media Preservation (Presto4U). Deliverable D2.5, 2014.     

   2013
11Amato G., Bolettieri P., Gennaro C., Manghi P., Mannocci A., Casarosa V., Falchi F., Zoppi F. EAGLE - AIM Infrastructure specification. EAGLE - Europeana network of Ancient Greek and Latin Epigraphy. Deliverable D4.1, 2013.  
12Bailer W., Biscoglio I., Boch L., Borgotallo R., Chakravarthy A., Foster S., Falchi F., Gallo F., Ligios L., Laurenson P., Marchetti E., Melas P., Rendina M., Walland P. PRESTO4U - Research Outputs Assessments v1. European Technology for Digital Audiovisual Media Preservation (Presto4U). Deliverable D3.2, 2013.     
13Ligios L., Lindgaard P. H., Teruggi D., Verbruggen E., Chakravarthy A., Laurenson P., McNeil J., Crhistensen T., Bagnoli L., Falchi F., Snyders M. PRESTO4U - CoP Progress report year 1. European Technology for Digital Audiovisual Media Preservation (Presto4U). Deliverable D2.4, 2013.  

   2012
14Amato G., Bolettieri P., Falchi F., Lazaridis M., Paytuvi O., Lpez F. ASSETS - Scalable content-based indexing and ranking. Advanced Search Services and Enhanced Technological Solutions for the European Digital Library. Deliverable D2.2.5, 2012.  

   2011
15Amato G., Falchi F., Bolettieri P. VISITO Tuscany - Strumenti per la classificazione ed annotazione automatica delle immagini. Visual Support to cultural heritage Interactive access in Tuscany. Project report A4.2, 2011.  
16Amato G., Bolettieri P., Falchi F., Gennaro C. VISITO Tuscany - Sviluppo componente per la ricerca efficiente e scalabile di immagini. Visual Support to cultural heritage Interactive access in Tuscany. Project report A4.3, 2011.  
17Briguglio L., Gordea S., Lindley A., Tzoannos E., Meghini C., Cardillo F. A., Esuli A., Falchi F., Ceccarelli D., Bolettieri P., Aloia N., Concordia C., Valdes V., Paytuvi O., Lazaridis M., Beloued A., Spyratos N., Sugibuchi T. ASSETS - Interface specifications and system design. Advanced Search Services and Enhanced Technological Solutions for the European Digital Library. Deliverable D2.0.2, 2011.  
18Briguglio L., Gordea S., Lindley A., Tzoannos E., Meghini C., Cardillo F. A., Esuli A., Falchi F., Ceccarelli D., Bolettieri P., Aloia N., Concordia C., Valdes V., Lopez F., Martinez J. M., Bescos J., Castells P., Garcia M. A., Paytuvi O., Lazaridis M., Beloued A., Spyratos N., Sugibuchi T. ASSETS - The assets APIS. Advanced Service Search and Enhancing Technological Solutions for the European Digital Library. Deliverable D2.0.4, 2011.  
19Falchi F., Ippolito V., Loschiavo D., Lungarotti F., Melani A., Minelli S., Pialli S., Rossi S., Salvadori S., Scartoni R., Scopigno R., Tavanti F., La Torre F., Venturini R. A1.1.1 Lo stato dell'arte: tecnologia ed utenti. VIsual Support to Interactive TOurism in Tuscany. Project report A1.1.1, 2011.  
20Falchi F., Amato G., Bolettieri P. Strumenti per la classificazione ed annotazione automatica delle immagini. VIsual Support to Interactive TOurism in Tuscany. Project report A4.2, 2011.  
21Falchi F., Amato G., Bolettieri P., Gennaro C. Sviluppo componente per la ricerca efficiente e scalabile di immagini. VIsual Support to Interactive TOurism in Tuscany. POR CREO FESR 2007-2013, linea di intervento 1.1.d. CUP: D57E09000050007. Project report A4.3, 2011.  

   2010
22Amato G., Falchi F., Bolettieri P., Lucchese C., Scopigno R., La Torre F., Minelli S., Tavanti F., Scartoni R., Salvadori S., Zanetti N., Loschiavo D. VISITO - Relazione avanzamento progetto. Mese 8. Visual Support to cultural heritage Interactive access in Tuscany. Project report G3.1, 2010.  
23Amato G., Falchi F., Bolettieri P. VISITO Tuscany - Sviluppo componente per il matching approssimato di immagini. Visual Support to cultural heritage Interactive access in Tuscany. Project report A4.1, 2010.  
24Falchi F., Amato G., Bolettieri P. VISTO - Sviluppo componente per il matching approssimato di immagini. VIsual Support to Interactive TOurism in Tuscany. Project report A4.1, 2010.  

   2009
25Esuli A., Falchi F., Lucchese C., Perego R., Rabitti F. CoPhIR: a test collection for content-based image retrieval. Technical report, 2009.  
26Falchi F., Batko M. SAPIR - Executing complex similarity queries over multi layer P2P search structures. Search In Audio Visual Content Using Peer-to-Peer (IR Project IST FP6 Sixth Framework Programme, Contract no. 45128). Deliverable D5.4, 2009.  

   2008
27Fagni T., Falchi F., Sebastiani F. Adaptive committees of feature-specific classifiers for image classification. Technical report, 2008.  
28Lucchese C., Perego R., Falchi F., Rabitti F., Bolettieri P., Piccioli T. Implementation of software prototype for P2P indexing and Collaborative Crawling. Search In Audio Visual Content Using Peer-to-Peer (IR Project IST FP6 Sixth Framework Programme, Contract no. 45128). Deliverable D4.5, 2008.  

   2007
29Falchi F., Allasia W., Gallo F., Jonathan M., Yosi M., Miotto R., Orio N., Hagge C., Kaplan A. SAPIR - Common Schema for Feature Extraction. Search In Audio Visual Content Using Peer-to-Peer. Deliverable D3.1, 2007.  
30Falchi F., Perego R., Batko M., Zezula P. SAPIR - Design of the P2P Similarity Based Indexing Technique. Search In Audio Visual Content Using Peer-to-Peer. Deliverable D4.1, 2007.  

   2006
31Beneventano D., Aiello C., Cerri D., Comerio M., De Paoli F., Falchi F., Ghioni A., Guerra F., Maurino A., Mandreoli F., Martoglia R., Orsini M., Palmonari M., Po L., Sassatelli S., Sebastiani F., Turati A. NeP4B - State of the art of current P2P and ontology languages initiatives. Networked Peers for Business. Deliverable D2.1.1, 2006.  

   2004
32Amato G., Bolettieri P., Debole F., Falchi F., Furfari F., Gennaro C. MILOS: a General Purpose Multimedia Content Management System. The document will be submitted to Journal: To be decided, Technical report, 2004.  
33Falchi F., Gennaro C., Savino P. Efficient video filtering of MPEG-7 streams. Technical report, 2004.  

Software

   2013
1Falchi F. Visual information retrieval. [Software] , 12 February 2013.  

Abstracts

   2011
1Amato G., Bolettieri P., Falchi F. Landmark recognition in VISITO: VIsual Support to Interactive TOurism in Tuscany. In: ICMR'11 - 1st ACM International Conference on Multimedia Retrieval (Trento, 17-19 Aprile 2011). Abstract, article n. 61. ACM, 2011.        

   2005
2Falchi F., Gennaro C., Zezula P. A content-addressable network for similarity search in metric spaces. In: International Workshop on Databases, Information Systems and Peer-to-Peer Computing (Trondheim, Norway, August 2005).   

   2004
3Amato G., Falchi F., Gennaro C., Rabitti F., Savino P., Stanchev P. Improving image similarity search effectiveness in a multimedia content management system. In: MIS International Workshop on Multimedia Information Systems (Washington DC, 25-27 August 2004).   
The Faculty of Informatics at Masaryk University was established in 1994 and is the very first specialized faculty of its kind in the Czech...
Institution of the Ministry for Cultural Heritage and Activities that defines national standards and tools for the cataloguing and...
IIT carries out activities of research, assessment, technological transfer and training in the field of ICT and in the sector of...