Claudio Gennaro

CoRR, 2021

Expression Recognition Analysis in the Wild.

[BibT_eX]

[DOI]

Donato Cafarelli

CoRR, 2021

Domain Adaptation for Traffic Density Estimation.

[BibT_eX]

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

On Generalizing Permutation-Based Representations for Approximate Search.

[BibT_eX]

[DOI]

Lucia Vadicamo

Stéphane Marchand-Maillet

Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper).

[BibT_eX]

[DOI]

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation.

[BibT_eX]

[DOI]

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Evaluating Hebbian Learning in a Semi-supervised Setting.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Training Convolutional Neural Networks with Competitive Hebbian Learning Approaches.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

VISIONE at Video Browser Showdown 2021.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Virtual to Real Adaptation of Pedestrian Detectors.

[BibT_eX]

[DOI]

Sensors, 2020

Large-scale instance-level image retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Learning visual features for relational CBIR.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

Training Convolutional Neural Networks With Hebbian Principal Component Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Virtual to Real adaptation of Pedestrian Detectors for Smart Cities.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Resolution Face Recognition with Drones.

[BibT_eX]

[DOI]

Claudio Vairo

Proceedings of the SSIP 2020: 2020 3rd International Conference on Sensors, 2020

Cross-Resolution Deep Features Based Image Search.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Learning Distance Estimators from Pivoted Embeddings of Metric Objects.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Edge-Based Video Surveillance with Embedded Devices.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Continuous ODE-defined Image Features for Adaptive Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Combining GANs and AutoEncoders for efficient anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Unsupervised vehicle counting via multiple camera domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

2019

Distributed Video Surveillance Using Smart Cameras.

[BibT_eX]

[DOI]

J. Grid Comput., 2019

SPLX-Perm: A Novel Permutation-Based Representation for Approximate Metric Search.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

An Image Retrieval System for Video.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

CNN-based System for Low Resolution Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

Image Analysis in Technical Documentation.

[BibT_eX]

[DOI]

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

VISIONE at VBS2019.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Face Verification and Recognition for Digital Forensics and Information Security.

[BibT_eX]

[DOI]

Proceedings of the 7th International Symposium on Digital Forensics and Security, 2019

Counting Vehicles with Deep Learning in Onboard UAV Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Improving Multi-scale Face Recognition Using VGGFace2.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Evaluation of Continuous Image Features Learned by ODE Nets.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Learning Pedestrian Detection from Virtual Worlds.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Hebbian Learning Meets Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Testing Deep Neural Networks on the Same-Different Task.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Learning Safety Equipment Detection using Virtual Worlds.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Boosting a Low-Cost Smart Home Environment with Usage and Access Control Rules.

[BibT_eX]

[DOI]

Sensors, 2018

Facial-based Intrusion Detection System with Deep Learning in Embedded Devices.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing, 2018

Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 11th International Conference, 2018

Large-Scale Image Retrieval with Elasticsearch.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Counting Vehicles with Cameras.

[BibT_eX]

[DOI]

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Deep Learning Techniques for Visual Food Recognition on a Mobile App.

[BibT_eX]

[DOI]

Proceedings of the Multimedia and Network Information Systems, 2018

A Wireless Smart Camera Network for Parking Monitoring.

[BibT_eX]

[DOI]

Giuseppe Riccardo Leone

Claudio Vairo

Proceedings of the IEEE Globecom Workshops, 2018

Learning Relationship-Aware Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.

[BibT_eX]

[DOI]

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

Preface.

[BibT_eX]

[DOI]

Inf. Syst., 2017

Deep learning for decentralized parking lot occupancy detection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

A prediction-based distributed tracking protocol for video surveillance.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

Towards Multimodal Surveillance for Smart Building Security.

[BibT_eX]

[DOI]

Giuseppe Riccardo Leone

Davide Moroni

Ovidio Salvetti

Claudio Vairo

Proceedings of the IWCIM 2017, 2017

Searching and annotating 100M Images with YFCC100M-HNfc6 and MI-File.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016

Memory Based Collaborative Filtering with Lucene.

[BibT_eX]

[DOI]

CoRR, 2016

Using Apache Lucene to Search Vector of Locally Aggregated Descriptors.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, 2016

Car parking occupancy detection using smart camera networks and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communication, 2016

A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - Software and Applications, 2016

Indexing 100M Images with Deep Features and MI-File.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Large Scale Indexing and Searching Deep Convolutional Neural Network Features.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

2015

Querying moving events in wireless sensor networks.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2015

Fast Image Classification for Monument Recognition.

[BibT_eX]

[DOI]

ACM Journal on Computing and Cultural Heritage, 2015

Robotic Ubiquitous Cognitive Ecology for Smart Homes.

[BibT_eX]

[DOI]

J. Intell. Robotic Syst., 2015

A cognitive robotic ecology approach to self-configuring and evolving AAL systems.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2015

Semiautomatic Learning of 3D Objects from Video Streams.

[BibT_eX]

[DOI]

Fabio Carrara

Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Efficient foreground-background segmentation using local features for object detection.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

DICE: A Distributed Protocol for Camera-Aided Video Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014

MI-File: using inverted files for scalable approximate similarity search.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Enriching image feature description supporting effective content-based retrieval and annotation.

[BibT_eX]

[DOI]

Franca Debole

Proceedings of the 2014 International Conference on Virtual Systems & Multimedia, 2014

Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

2013

A mediator-based approach for integrating heterogeneous multimedia sources.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2013

Large Scale Image Retrieval Using Vectors of Locally Aggregated Descriptors.

[BibT_eX]

[DOI]

ERCIM News, 2013

On Reducing the Number of Visual Words in the Bag-of-Features Representation.

[BibT_eX]

Proceedings of the VISAPP 2013, 2013

Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

A Data Logger for Wireless Sensor Network.

[BibT_eX]

Proceedings of the SENSORNETS 2013, 2013

On Reducing the number of Visual Words.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Visual Features Selection.

[BibT_eX]

[DOI]

Proceedings of the 4th Italian Information Retrieval Workshop, 2013

2012

Self-sustaining Learning for Robotic Ecologies.

[BibT_eX]

Proceedings of the SENSORNETS 2012, 2012

Robotic UBIquitous COgnitive Network.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - Software and Applications, 2012

Quick and Easy Implementation of Approximate Similarity Search with Lucene.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Dynamic Tracking of Composite Events in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Ad Hoc Networks - 4th International ICST Conference, 2012

2011

A unified multimedia and semantic perspective for data retrieval in the semantic web.

[BibT_eX]

[DOI]

Inf. Syst., 2011

Geometric consistency checks for kNN based image classification relying on local features.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

An Approach to Content-Based Image Retrieval based on the Lucene Search Engine Library (Extended Abstract).

[BibT_eX]

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Efficient detection of composite events in Wireless Sensor Networks: Design and evaluation.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

Combining local and global visual feature similarity using a text search engine.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010

Scalability Issues for Self Similarity Join in Distributed Systems.

[BibT_eX]

[DOI]

Fausto Rabitti

Proceedings of the 18th Euromicro Conference on Parallel, 2010

An Approach to Content-Based Image Retrieval Based on the Lucene Search Engine Library.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009

Distance browsing in distributed multimedia databases.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2009

Scalable Similarity Join in a Metric DHT System.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

2008

Efficiency and Scalability Issues in Metric Access Methods.

[BibT_eX]

[DOI]

Vlastislav Dohnal

Proceedings of the Computational Intelligence in Medical Informatics, 2008

Regia: a metadata editor for audiovisual documents.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2008

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

[BibT_eX]

[DOI]

Inf. Process. Manag., 2008

Efficient Video-Stream Filtering.

[BibT_eX]

[DOI]

IEEE Multim., 2008

A Scalable Distributed Data Structure for Multi-Feature Similarity Search.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Processing complex similarity queries in peer-to-peer networks.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A Methodology for Building and Querying an Ontology representing Data and Multimedia Sources.

[BibT_eX]

[DOI]

Domenico Beneventano

Francesco Guerra

Proceedings of the 4th International VLDB Workshop on Ontology-based Techniques for DataBases in Information Systems and Knowledge Systems, 2008

Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries.

[BibT_eX]

Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

A content-addressable network for similarity join in metric spaces.

[BibT_eX]

[DOI]

Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

2007

Nearest neighbor search in metric spaces through Content-Addressable Networks.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2007

The SAPIR Project: Executing A/V Complex Queries in Peer-to-Peer Systems.

[BibT_eX]

[DOI]

Raffaele Perego

Fausto Rabitti

ERCIM News, 2007

Automatic metadata extraction and indexing for reusing e-learning multimedia objects.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007

A distributed incremental nearest neighbor algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

A Digital Library Framework for Reusing e-Learning Video Documents.

[BibT_eX]

[DOI]

Proceedings of the Creating New Learning Experiences on a Global Scale, 2007

2005

A Content-Addressable Network for Similarity Search in Metric Spaces.

[BibT_eX]

[DOI]

Proceedings of the Databases, 2005

2004

A P2P-based System for searching in Metric Spaces.

[BibT_eX]

Michal Batko

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Milos: A Multimedia Content Management System.

[BibT_eX]

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Milos: A Multimedia Content Management System for Digital Library Applications.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2004

Similarity Grid for Searching in Metric Spaces.

[BibT_eX]

[DOI]

Michal Batko

Proceedings of the Peer-to-Peer, 2004

Scalable Similarity Search in Metric Spaces.

[BibT_eX]

Proceedings of the Digital Library Architectures: Peer-to-Peer, 2004

A Scalable Nearest Neighbor Search in P2P Systems.

[BibT_eX]

[DOI]

Michal Batko

Proceedings of the Databases, Information Systems, and Peer-to-Peer Computing, 2004

2003

Effective Scheduling of Detached Rules in Active Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

D-Index: Distance Searching Index for Metric Data Sets.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2003

The Use of XML in a Video Digital Library.

[BibT_eX]

[DOI]

Fausto Rabitti

Proceedings of the Intelligent Search on XML Data, Applications, Languages, Models, 2003

Access Structures for Advanced Similarity Search in Metric Spaces.

[BibT_eX]

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Similarity Join in Metric Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2003

Similarity Join in Metric Spaces Using eD-Index.

[BibT_eX]

[DOI]

Vlastislav Dohnal

Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2002

Integrated Performance Models for SPMD Applications and MIMD Architectures.

[BibT_eX]

[DOI]

Paolo Cremonesi

IEEE Trans. Parallel Distributed Syst., 2002

A Metric Index for Approximate Text Management.

[BibT_eX]

Vlastislav Dohnal

Proceedings of the Information Systems and Databases (ISDB 2002), 2002

2001

Separable Splits of Metric Data Sets.

[BibT_eX]

Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

Integrating HPF in a Skeleton Based Parallel Language.

[BibT_eX]

[DOI]

Raffaele Perego

Salvatore Orlando

Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

Similarity search in metric databases through hashing.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30, 2001

Searching Documentary Films On Line: The ECHO Digital Library.

[BibT_eX]

Proceedings of the International Cultural Heritage Informatics Meeting: Proceedings from ICHIM 2001. Politechnico di Milano, Milan, Italy, September 3-7, 2001, 2001

1999

Parallelising the Mean Value Analysis Algorithm.

[BibT_eX]

[DOI]

Peter J. B. King

Simul., 1999

Performance models for I/O bound SPMD applications on clusters of workstations.

[BibT_eX]

[DOI]