Fabrizio Falchi

Orcid: 0000-0001-6258-5313

According to our database1, Fabrizio Falchi authored at least 210 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach.
SN Comput. Sci., October, 2024

Cascaded transformer-based networks for wikipedia large-scale image-caption matching.
Multim. Tools Appl., July, 2024

Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies.
Int. J. Mach. Learn. Cybern., May, 2024

MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection.
IEEE Trans. Inf. Forensics Secur., 2024

Detecting images generated by diffusers.
PeerJ Comput. Sci., 2024

Scalable bio-inspired training of Deep Neural Networks with FastHebb.
Neurocomputing, 2024

Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection.
CoRR, 2024

Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting.
CoRR, 2024

Adversarial Magnification to Deceive Deepfake Detection through Super Resolution.
CoRR, 2024

Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval.
CoRR, 2024

Animal Behavior Analysis Methods Using Deep Learning: A Survey.
CoRR, 2024

Is CLIP the main roadblock for fine-grained open-world perception?
CoRR, 2024

Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.
CoRR, 2024

VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Will VISIONE Remain Competitive in Lifelog Image Search?
Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024

Robustness and Generalization of Synthetic Images Detectors.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024

The Devil is in the Fine-Grained Details: Evaluating open-Vocabulary Object Detectors for Fine-Grained Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps.
Ecol. Informatics, December, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from VBSLHE Dataset.
Dataset, October, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from MVK Dataset.
Dataset, September, 2023

VISIONE Feature Repository for VBS: Multi-Modal Features and Detected Objects from V3C1+V3C2 Dataset.
Dataset, July, 2023

Pest Sticky Traps: a dataset for Whitefly Pest Population Density Estimation in Chromotropic Sticky Traps.
Dataset, April, 2023

Graph-based methods for Author Name Disambiguation: a survey.
PeerJ Comput. Sci., 2023

On the Generalization of Deep Learning Models in Video Deepfake Detection.
J. Imaging, 2023

A Leap among Quantum Computing and Quantum Neural Networks: A Survey.
ACM Comput. Surv., 2023

Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey.
CoRR, 2023

Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey.
CoRR, 2023

Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Detecting Generated Text and Attributing Language Model Source with Fine-tuned Models and Semantic Understanding.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

VISIONE at Video Browser Showdown 2023.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

AIMH Lab for a Susteinable Bio-Inspired AI.
Proceedings of the Italia Intelligenza Artificiale, 2023

A Workflow for Developing Biohybrid Intelligent Sensing Systems.
Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab Approaches for Deepfake Detection.
Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab 2022 Activities for Vision.
Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab 2022 Activities for Healthcare.
Proceedings of the Italia Intelligenza Artificiale, 2023

Unsupervised Domain Adaptation for Video Violence Detection in the Wild.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

A Graph Neural Network Approach for Evaluating Correctness of Groups of Duplicates.
Proceedings of the Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, 2023

The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-Modal Distillation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

VISIONE for newbies: an easier-to-use video retrieval system.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
COCO, LVIS, Open Images V4 classes mapping.
Dataset, October, 2022

Bus Violence: a large-scale benchmark for video violence detection in public transport.
Dataset, September, 2022

VWFP: Virtual World Fallen People Dataset for Visual Fallen People Detection.
Dataset, March, 2022

MOBDrone: a large-scale drone-view dataset for man overboard detection.
Dataset, February, 2022

MOCCA: Multilayer One-Class Classification for Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport.
Sensors, 2022

Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks.
Neural Comput. Appl., 2022

The Face Deepfake Detection Challenge.
J. Imaging, 2022

Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter.
Inf., 2022

Multi-camera vehicle counting using edge-AI.
Expert Syst. Appl., 2022

An embedded toolset for human activity monitoring in critical environments.
Expert Syst. Appl., 2022

Deep learning for structural health monitoring: An application to heritage structures.
CoRR, 2022

Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching.
CoRR, 2022

Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources.
Comput. Biol. Medicine, 2022

On pushing DeepFake Tweet Detection capabilities to the limits.
Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Reinforced Damage Minimization in Critical Events for Self-driving Vehicles.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

VISIONE at Video Browser Showdown 2022.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection.
Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022

A Spatio- Temporal Attentive Network for Video-Based Crowd Counting.
Proceedings of the IEEE Symposium on Computers and Communications, 2022

Towards Unsupervised Machine Learning Approaches for Knowledge Graphs.
Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Tuning Neural ODE Networks to Increase Adversarial Robustness in Image Forensics.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Recurrent Vision Transformer for Solving Visual Reasoning Problems.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Combining EfficientNet and Vision Transformers for Video Deepfake Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

MOBDrone: A Drone Video Dataset for Man OverBoard Rescue.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

Deep Features for CBIR with Scarce Data using Hebbian Learning.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

Learning to Detect Fallen People in Virtual Worlds.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Solving the same-different task with convolutional neural networks.
Pattern Recognit. Lett., 2021

Hebbian semi-supervised learning in a sample efficiency setting.
Neural Networks, 2021

Learning accurate personal protective equipment detection from virtual worlds.
Multim. Tools Appl., 2021

The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval.
J. Imaging, 2021

Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection.
Inf. Syst., 2021

Detection of Face Recognition Adversarial Attacks.
Comput. Vis. Image Underst., 2021

Generative Adversarial Networks for Astronomical Images Generation.
CoRR, 2021

A Leap among Entanglement and Neural Networks: A Quantum Survey.
CoRR, 2021

MAFER: a Multi-resolution Approach to Facial Expression Recognition.
CoRR, 2021

A Multi-resolution Approach to Expression Recognition in the Wild.
CoRR, 2021

Expression Recognition Analysis in the Wild.
CoRR, 2021

AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Evaluating Hebbian Learning in a Semi-supervised Setting.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Training Convolutional Neural Networks with Competitive Hebbian Learning Approaches.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021

VISIONE at Video Browser Showdown 2021.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020
Virtual to Real Adaptation of Pedestrian Detectors.
Sensors, 2020

Cross-resolution face recognition adversarial attacks.
Pattern Recognit. Lett., 2020

Cross-resolution learning for Face Recognition.
Image Vis. Comput., 2020

Large-scale instance-level image retrieval.
Inf. Process. Manag., 2020

Learning visual features for relational CBIR.
Int. J. Multim. Inf. Retr., 2020

Training Convolutional Neural Networks With Hebbian Principal Component Analysis.
CoRR, 2020

MOCCA: Multi-Layer One-Class Classification for Anomaly Detection.
CoRR, 2020

TweepFake: about Detecting Deepfake Tweets.
CoRR, 2020

Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM.
CoRR, 2020

Virtual to Real adaptation of Pedestrian Detectors for Smart Cities.
CoRR, 2020

Multi-Resolution Face Recognition with Drones.
Proceedings of the SSIP 2020: 2020 3rd International Conference on Sensors, 2020

Cross-Resolution Deep Features Based Image Search.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Learning Distance Estimators from Pivoted Embeddings of Metric Objects.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

kNN-guided Adversarial Attacks.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Edge-Based Video Surveillance with Embedded Devices.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Continuous ODE-defined Image Features for Adaptive Retrieval.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Re-implementing and Extending Relation Network for R-CBIR.
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Transformer Reasoning Network for Image- Text Matching and Retrieval.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Combining GANs and AutoEncoders for efficient anomaly detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Adversarial image detection in deep neural networks.
Multim. Tools Appl., 2019

Distributed Video Surveillance Using Smart Cameras.
J. Grid Comput., 2019

About Deep Learning, Intuition and Thinking.
ERCIM News, 2019

Detecting Adversarial Inputs by Looking in the Black Box.
ERCIM News, 2019

AI in the media and creative industries.
CoRR, 2019

On the Robustness to Adversarial Examples of Neural ODE Image Classifiers.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

Metric Embedding into the Hamming Space with the n-Simplex Projection.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

SPLX-Perm: A Novel Permutation-Based Representation for Approximate Metric Search.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

An Image Retrieval System for Video.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

CNN-based System for Low Resolution Face Recognition.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

VISIONE at VBS2019.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Face Verification and Recognition for Digital Forensics and Information Security.
Proceedings of the 7th International Symposium on Digital Forensics and Security, 2019

Counting Vehicles with Deep Learning in Onboard UAV Imagery.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Exploiting CNN Layer Activations to Improve Adversarial Image Classification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Improving Multi-scale Face Recognition Using VGGFace2.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Evaluation of Continuous Image Features Learned by ODE Nets.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Learning Pedestrian Detection from Virtual Worlds.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Hebbian Learning Meets Deep Convolutional Neural Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Testing Deep Neural Networks on the Same-Different Task.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Learning Safety Equipment Detection using Virtual Worlds.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Aggregating binary local descriptors for image retrieval.
Multim. Tools Appl., 2018

Picture it in your mind: generating high level visual representations from textual descriptions.
Inf. Retr. J., 2018

Facial-based Intrusion Detection System with Deep Learning in Embedded Devices.
Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing, 2018

Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection.
Proceedings of the Similarity Search and Applications - 11th International Conference, 2018

Large-Scale Image Retrieval with Elasticsearch.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Counting Vehicles with Cameras.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Deep Learning Techniques for Visual Food Recognition on a Mobile App.
Proceedings of the Multimedia and Network Information Systems, 2018

Learning Relationship-Aware Visual Features.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Adversarial Examples Detection in Features Distance Spaces.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
Preface.
Inf. Syst., 2017

Deep learning for decentralized parking lot occupancy detection.
Expert Syst. Appl., 2017

Exploring epoch-dependent stochastic residual networks.
CoRR, 2017

Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Cross-Media Learning for Image Sentiment Analysis in the Wild.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Towards Multimodal Surveillance for Smart Building Security.
Proceedings of the IWCIM 2017, 2017

Detecting adversarial example attacks to deep neural networks.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Searching and annotating 100M Images with YFCC100M-HNfc6 and MI-File.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016
Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector.
ACM Journal on Computing and Cultural Heritage, 2016

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), 2016

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), 2016

Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval.
Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, 2016

Car parking occupancy detection using smart camera networks and Deep Learning.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Indexing 100M Images with Deep Features and MI-File.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Large Scale Indexing and Searching Deep Convolutional Neural Network Features.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

2015
Fast Image Classification for Monument Recognition.
ACM Journal on Computing and Cultural Heritage, 2015

A comparison of pivot selection techniques for permutation-based indexing.
Inf. Syst., 2015

Semiautomatic Learning of 3D Objects from Video Streams.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Searching the EAGLE Epigraphic Material Through Image Recognition via a Mobile Device.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Visual Recognition in the EAGLE Project.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Efficient foreground-background segmentation using local features for object detection.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

2014
Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files.
Proceedings of the International Conference on Multimedia Retrieval, 2014

2013
Large Scale Image Retrieval Using Vectors of Locally Aggregated Descriptors.
ERCIM News, 2013

Using Visual Attention in a CBIR System - Experimental Results on Landmark and Object Recognition Tasks.
Proceedings of the VISAPP 2013, 2013

On Reducing the Number of Visual Words in the Bag-of-Features Representation.
Proceedings of the VISAPP 2013, 2013

Pivot Selection Strategies for Permutation-Based Similarity Search.
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors.
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

On Reducing the number of Visual Words.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Experimenting a Visual Attention Model in the Context of CBIR Systems.
Proceedings of the 4th Italian Information Retrieval Workshop, 2013

Visual Features Selection.
Proceedings of the 4th Italian Information Retrieval Workshop, 2013

2012
Similarity caching in large-scale image retrieval.
Inf. Process. Manag., 2012

2011
VISITO Tuscany: Landmark Recognition for Cultural Heritage.
ERCIM News, 2011

Geometric consistency checks for kNN based image classification relying on local features.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Landmark Recognition in VISITO Tuscany.
Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011

Landmark recognition in VISITO: VIsual Support to Interactive TOurism in Tuscany.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

On kNN Classification and Local Feature Based Similarity Functions.
Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011

Local Feature based Image Similarity Functions for kNN Classification.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

Combining local and global visual feature similarity using a text search engine.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010
Building a web-scale image similarity search system.
Multim. Tools Appl., 2010

kNN based image classification relying on local feature similarity.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

2009
Distance browsing in distributed multimedia databases.
Future Gener. Comput. Syst., 2009

Adaptive Committees of Feature-Specific Classifiers for Image Classification.
ERCIM News, 2009

CoPhIR: a Test Collection for Content-Based Image Retrieval
CoRR, 2009

Caching Algorithms for Similarity Search.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Searching 100M Images by Content Similarity.
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Caching content-based queries for robust and efficient image retrieval.
Proceedings of the EDBT 2009, 2009

2008
Nearest neighbor search in metric spaces through Content-Addressable Networks.
Inf. Process. Manag., 2008

Erratum to "Nearest neighbor search in metric spaces through Content-Addressable Networks" [Information Processing and Management 43 (2007) 665-683].
Inf. Process. Manag., 2008

Efficient Video-Stream Filtering.
IEEE Multim., 2008

Scalability comparison of Peer-to-Peer similarity search structures.
Future Gener. Comput. Syst., 2008

Crawling, Indexing, and Similarity Searching Images on the Web.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Special track on Engineering Large-Scale Distributed Systems: editorial message.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries.
Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Audio-Visual Content Analysis in P2P Networks: The SAPIR Approach.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

A metric cache for similarity search.
Proceedings of the Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, 2008

2007
A Content-Addressable Network for Similarity Search in Metric Spaces.
PhD thesis, 2007

SAPIR: Scalable and Distributed Image Searching.
Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007

Automatic metadata extraction and indexing for reusing e-learning multimedia objects.
Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007

A digital rights aware similarity measure for multimedia documents.
Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007

Florentine Coats of Arms on the Web: Experimenting with Retrieval Based on Text or Image Content.
Proceedings of the "Open Innovation", 2007

A distributed incremental nearest neighbor algorithm.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

A Digital Library Framework for Reusing e-Learning Video Documents.
Proceedings of the Creating New Learning Experiences on a Global Scale, 2007

2006
Using MILOS to build an on-line photo album: the PhotoBook.
Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

On scalability of the similarity search in the world of peers.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

Using MILOS to Build a Multimedia Digital Library Application: The PhotoBook Experience.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

2005
A Content-Addressable Network for Similarity Search in Metric Spaces.
Proceedings of the Databases, 2005


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