Giuseppe Amato

According to our database1, Giuseppe Amato authored at least 182 papers between 1992 and 2021.

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Bibliography

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

Recurrent Vision Transformer for Solving Visual Reasoning Problems.
CoRR, 2021

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

A Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence.
CoRR, 2021

Multi-Camera Vehicle Counting Using Edge-AI.
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

Domain Adaptation for Traffic Density Estimation.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

On Generalizing Permutation-Based Representations for Approximate Search.
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.
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

Traffic Density Estimation via Unsupervised Domain Adaptation (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

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

A Service Architecture for an Enhanced Cyber Threat Intelligence Capability.
Proceedings of the Italian Conference on Cybersecurity, 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

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

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

Unsupervised vehicle counting via multiple camera domain adaptation.
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
Adversarial image detection in deep neural networks.
Multim. Tools Appl., 2019

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

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

Image Analysis in Technical Documentation.
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

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

A Wireless Smart Camera Network for Parking Monitoring.
Proceedings of the IEEE Globecom Workshops, 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

Social Media Image Recognition for Food Trend Analysis.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

A prediction-based distributed tracking protocol for video surveillance.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 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

A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living.
Proceedings of the Ambient Intelligence - Software and Applications, 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
Querying moving events in wireless sensor networks.
Pervasive Mob. Comput., 2015

Application of Graph Theory to the elaboration of personal genomic data for genealogical research.
PeerJ Comput. Sci., 2015

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

Robotic Ubiquitous Cognitive Ecology for Smart Homes.
J. Intell. Robotic Syst., 2015

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

A cognitive robotic ecology approach to self-configuring and evolving AAL systems.
Eng. Appl. Artif. Intell., 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

DICE: A Distributed Protocol for Camera-Aided Video Surveillance.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
MI-File: using inverted files for scalable approximate similarity search.
Multim. Tools Appl., 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
Exploiting Computational Models of the Human Visual System.
ERCIM News, 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

A Data Logger for Wireless Sensor Network.
Proceedings of the SENSORNETS 2013, 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
Content-based Retrieval on Very Large Visual Document Archives.
Proceedings of the 14th All-Russian Scientific Conference "Digital libraries: Advanced Methods and Technologies, 2012

Robotic UBIquitous COgnitive Network.
Proceedings of the Ambient Intelligence - Software and Applications, 2012

Quick and Easy Implementation of Approximate Similarity Search with Lucene.
Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Dynamic Tracking of Composite Events in Wireless Sensor Networks.
Proceedings of the Ad Hoc Networks - 4th International ICST Conference, 2012

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

Element detection relying on information retrieval techniques applied to laser spectroscopy.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 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

An Approach to Content-Based Image Retrieval based on the Lucene Search Engine Library (Extended Abstract).
Proceedings of the Sistemi Evoluti per Basi di Dati, 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

Efficient detection of composite events in Wireless Sensor Networks: Design and evaluation.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 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
MaD-WiSe: a distributed stream management system for wireless sensor networks.
Softw. Pract. Exp., 2010

Modeling detection and tracking of complex events in wireless sensor networks.
Proceedings of the IEEE International Conference on Systems, 2010

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

An Approach to Content-Based Image Retrieval Based on the Lucene Search Engine Library.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009
Towards Data Management in the Sensor Web: the MaD-WiSe System.
ERCIM News, 2009

Application-driven, energy-efficient communication in wireless sensor networks.
Comput. Commun., 2009

Searching by Similarity and Classifying Images on a Very Large Scale.
Proceedings of the Second International Workshop on Similarity Search and Applications, 2009

Detection of images with adult content for parental control on mobile devices?
Proceedings of the 6th International Conference on Mobile Technology, 2009

MultiMatch: Multilingual/Multimedia Access to Cultural Heritage.
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

2008
Approximate Similarity Search from another "Perspective".
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Use of weighted visual terms and machine learning techniques for image content recognition relying on mpeg-7 visual descriptors.
Proceedings of the 2nd ACM Workshop on Multimedia Semantics, 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

Approximate similarity search in metric spaces using inverted files.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

The MultiMatch Prototype: Multilingual/Multimedia Search for Cultural Heritage Objects.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2008

Faceted Content-Based Image Retrieval.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

2007
Query Optimization for Wireless Sensor Network Databases in the MadWise system.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Region Based Image Similarity Search Inspired by Text Search.
Proceedings of the Post-proceedings of the Third Italian Research Conference on Digital Library Systems, 2007

Multi-faceted Image Retrieval by Concept Lattice Querying and Navigation.
Proceedings of the Post-proceedings of the Third Italian Research Conference on Digital Library Systems, 2007

MultiMatch - Multilingual/Multimedia Access to Cultural Heritage.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

Evaluating Preservation Strategies for Electronic Theses and Dissertations.
Proceedings of the Digital Libraries: Research and Development, 2007

Image Indexing and Retrieval Using Visual Terms and Text-Like Weighting.
Proceedings of the Digital Libraries: Research and Development, 2007

2006
Similarity Search - The Metric Space Approach
Advances in Database Systems 32, Kluwer, ISBN: 978-0-387-29146-8, 2006

The Stream System: a Data Collection and Communication Abstraction for Sensor Networks.
Proceedings of the IEEE International Conference on Systems, 2006

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

The DELOS Testbed for Choosing a Digital Preservation Strategy.
Proceedings of the Digital Libraries: Achievements, 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 Native XML Database Supporting Approximate Match Search.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2005

2004
A Signature-Based Approach for Efficient Relationship Search on XML Data Collections.
Proceedings of the Database and XML Technologies, 2004

Milos: A Multimedia Content Management System.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Image recognition for digital libraries.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Image Classifiers for Scene Analysis.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

Milos: A Multimedia Content Management System for Digital Library Applications.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2004

2003
Region proximity in metric spaces and its use for approximate similarity search.
ACM Trans. Inf. Syst., 2003

Tree Signatures for XML Querying and Navigation.
Proceedings of the Database and XML Technologies, 2003

Processing XML Queries with Tree Signatures.
Proceedings of the Intelligent Search on XML Data, Applications, Languages, Models, 2003

A path index for efficient XML path expression processing.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

YAPI: Yet Another Path Index for XML Searching.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

2002
Approximate similarity search in metric spaces.
PhD thesis, 2002

2001
Searching Documentary Films On Line: The ECHO Digital Library.
Proceedings of the International Cultural Heritage Informatics Meeting: Proceedings from ICHIM 2001. Politechnico di Milano, Milan, Italy, September 3-7, 2001, 2001

VandA: a Metadata Model for Supporting New Usages of Historical Audio-Visual Archives Material.
Proceedings of the International Cultural Heritage Informatics Meeting: Proceedings from ICHIM 2001. Politechnico di Milano, Milan, Italy, September 3-7, 2001, 2001

2000
A Metadata Model for Historical Documentary Films.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

Approximate Similarity Search in Metric Data by Using Region Proximity.
Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, 2000

Estimating Proximity of Metric Ball Regions for Multimedia Data Indexing.
Proceedings of the Advances in Information Systems, First International Conference, 2000

1999
User Profile Modeling and Applications to Digital Libraries.
Proceedings of the Research and Advanced Technology for Digital Libraries, 1999

1998
Approximate Similarity Retrieval with M-Trees.
VLDB J., 1998

An Approach to a Content-Based Retrieval of Multimedia Data.
Multim. Tools Appl., 1998

Multimedia Document Search on the Web.
Comput. Networks, 1998

Retrieval of Multimedia Data by Similarity in the HERMES DBMS.
Proceedings of the Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1998

Processing M-trees with Parallel Resources.
Proceedings of the RIDE'98, 1998

1997
Static Analysis of Transactions for Conservative Multigranularity Locking.
Proceedings of the Database Programming Languages, 6th International Workshop, 1997

A Query Language for Similarity-Based Retrieval of Multimedia Data.
Proceedings of the First East-European Symposium on Advances in Databases and Information Systems (ADBIS'97), 1997

1996
Concurrent Index Management Using Shadow-Paging.
Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

Multigranularity Locking with the Use of Semantic Knowledge in a Layered Object Server.
Proceedings of the 7th Workshop on Persistent Object Systems, 1996

1994
Conservative Multigranularity Locking for an Obiect-Oriented Persistent Language via Abstract Interpretation.
Proceedings of the Atti del Secondo Convegno Nazionale "Sistemi Evoluti per Basi di Dati", 1994

1993
Data Sharing Analysis for a Database Programming Lanaguage via Abstract Interpretation.
Proceedings of the 19th International Conference on Very Large Data Bases, 1993

Static Analysis of Transactions: an Experiment of Abstract Interpretation Usage.
Proceedings of the Fifth Workshop on Foundations of Models and Languages for Data and Objects, 1993

1992
Analysis of Concurrent Transactions in a Functional Database Programming Language.
Proceedings of the Actes WSA'92 Workshop on Static Analysis (Bordeaux, 1992


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