Francesco G. B. De Natale

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 45

Top Venues

ICIP

CoRR

ACM Trans. Multim. Comput. Commun. Appl.

MediaEval

Publications

Giulia Boato, Francesco G. B. De Natale, Gianluca De Stefano, Cecilia Pasquini, Fabio Roli
Adversarial mimicry attacks against image splicing forensics: An approach for jointly hiding manipulations and creating false detections. Pattern Recognit. Lett. 179 (2024)
Sebastiano Verde, Cecilia Pasquini, Federica Lago, Alessandro Goller, Francesco G. B. De Natale, Alessandro Piva, Giulia Boato
Multi-Clue Reconstruction of Sharing Chains for Social Media Images. IEEE Trans. Multim. 25 (2023)
Nicola Garau, Damiano Fruet, Alessandro Luchetti, Francesco G. B. De Natale, Nicola Conci
A multimodal framework for the evaluation of patients' weaknesses, supporting the design of customised AAL solutions. Expert Syst. Appl. 202 (2022)
Sebastiano Verde, Cecilia Pasquini, Federica Lago, Alessandro Goller, Francesco G. B. De Natale, Alessandro Piva, Giulia Boato
Multi-clue reconstruction of sharing chains for social media images. CoRR (2021)
Wamiq Raza, Anas Osman, Francesco Ferrini, Francesco G. B. De Natale
Energy-Efficient Inference on the Edge Exploiting TinyML Capabilities for UAVs. CoRR (2021)
Niccoló Bisagno, Cristiano Saltori, Bo Zhang, Francesco G. B. De Natale, Nicola Conci
Embedding group and obstacle information in LSTM networks for human trajectory prediction in crowded scenes. Comput. Vis. Image Underst. 203 (2021)
Bo Zhang, Rui Zhang, Niccoló Bisagno, Nicola Conci, Francesco G. B. De Natale, Hongbo Liu
Where Are They Going? Predicting Human Behaviors in Crowded Scenes. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Giulia Boato, Duc-Tien Dang-Nguyen, Francesco G. B. De Natale
Morphological Filter Detector for Image Forensics Applications. IEEE Access 8 (2020)
Niccoló Bisagno, Alberto Xamin, Francesco G. B. De Natale, Nicola Conci, Bernhard Rinner
Dynamic Camera Reconfiguration with Reinforcement Learning and Stochastic Methods for Crowd Surveillance. Sensors 20 (17) (2020)
Nicola Garau, Francesco G. B. De Natale, Nicola Conci
Fast automatic camera network calibration through human mesh recovery. J. Real Time Image Process. 17 (6) (2020)
Quoc-Tin Phan, Giulia Boato, Francesco G. B. De Natale
Accurate and Scalable Image Clustering Based on Sparse Representation of Camera Fingerprint. IEEE Trans. Inf. Forensics Secur. 14 (7) (2019)
Andrea Grisenti, Giandomenico Nollo, Michela Dalprá, Francesco G. B. De Natale, Mariolino De Cecco, Andrea Francesconi, Alberto Fornaser, Paolo Tomasin, Nicola Garau, Luca Guandalini, Barbara Bauer, Barbara Gasperini, Patrizia Ianes, Francesco Pilla, Giovanni M. A. Guandalini
Technological Infrastructure Supports New Paradigm of Care for Healthy Aging: The Living Lab Ausilia. ForItAAL (2019)
Maddalena Sebastiani, Nicola Garau, Francesco G. B. De Natale, Nicola Conci
Joint Trajectory and Fatigue Analysis in Wheelchair Users. ICCV Workshops (2019)
Emanuele Sansone, Francesco G. B. De Natale, Zhi-Hua Zhou
Efficient Training for Positive Unlabeled Learning. IEEE Trans. Pattern Anal. Mach. Intell. 41 (11) (2019)
Kashif Ahmad, Nicola Conci, Francesco G. B. De Natale
A saliency-based approach to event recognition. Signal Process. Image Commun. 60 (2018)
Kashif Ahmad, Amir Sohail, Nicola Conci, Francesco G. B. De Natale
A Comparative Study of Global and Deep Features for the Analysis of User-Generated Natural Disaster Related Images. IVMSP (2018)
Quoc-Tin Phan, Cecilia Pasquini, Giulia Boato, Francesco G. B. De Natale
Identifying Image Provenance: An Analysis of Mobile Instant Messaging Apps. MMSP (2018)
Kashif Ahmad, Mohamed Lamine Mekhalfi, Nicola Conci, Farid Melgani, Francesco G. B. De Natale
Ensemble of Deep Models for Event Recognition. ACM Trans. Multim. Comput. Commun. Appl. 14 (2) (2018)
Emanuele Sansone, Quoc-Tin Phan, Francesco G. B. De Natale
Plummer Autoencoders. CoRR (2018)
Quoc-Tin Phan, Giulia Boato, Francesco G. B. De Natale
Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint. CoRR (2018)
Andrea Simonelli, Francesco G. B. De Natale, Stefano Messelodi, Samuel Rota Bulò
Increasingly Specialized Ensemble of Convolutional Neural Networks for Fine-Grained Recognition. ICIP (2018)
Kashif Ahmad, Mohamed Lamine Mekhalfi, Nicola Conci, Giulia Boato, Farid Melgani, Francesco G. B. De Natale
A pool of deep models for event recognition. ICIP (2017)
Emanuele Sansone, Konstantinos Apostolidis, Nicola Conci, Giulia Boato, Vasileios Mezaris, Francesco G. B. De Natale
Automatic Synchronization of Multi-user Photo Galleries. IEEE Trans. Multim. 19 (6) (2017)
Francesco G. B. De Natale, Giulia Boato
Detecting Morphological Filtering of Binary Images. IEEE Trans. Inf. Forensics Secur. 12 (5) (2017)
Kaoru Ota, Minh-Son Dao, Vasileios Mezaris, Francesco G. B. De Natale
Deep Learning for Mobile Multimedia: A Survey. ACM Trans. Multim. Comput. Commun. Appl. 13 (3s) (2017)
Krishna Reddy Konda, Yonas Teodros Tefera, Nicola Conci, Francesco G. B. De Natale
Real-time moving object detection and segmentation in H.264 video streams. BMSB (2017)
Kashif Ahmad, Michael Riegler, Konstantin Pogorelov, Nicola Conci, Pål Halvorsen, Francesco G. B. De Natale
JORD: A System for Collecting Information and Monitoring Natural Disasters by Linking Social Media with Satellite Imagery. CBMI (2017)
Kaoru Ota, Minh-Son Dao, Vasileios Mezaris, Francesco G. B. De Natale
Introduction to Special Issue on Deep Learning for Mobile Multimedia. ACM Trans. Multim. Comput. Commun. Appl. 13 (3s) (2017)
Quoc-Tin Phan, Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
Using LDP-TOP in Video-Based Spoofing Detection. ICIAP (2) (2017)
Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images. ACM Trans. Multim. Comput. Commun. Appl. 13 (4) (2017)
Quoc-Tin Phan, Giulia Boato, Francesco G. B. De Natale
Image Clustering by Source Camera via Sparse Representation. MFSec@ICMR (2017)
Emanuele Sansone, Francesco G. B. De Natale
Training Feedforward Neural Networks with Standard Logistic Activations is Feasible. CoRR (2017)
Kashif Ahmad, Nicola Conci, Giulia Boato, Francesco G. B. De Natale
Event recognition in personal photo collections via multiple instance learning-based classification of multiple images. J. Electronic Imaging 26 (6) (2017)
Mohib Ullah, Habib Ullah, Nicola Conci, Francesco G. B. De Natale
Crowd behavior identification. ICIP (2016)
Quoc-Tin Phan, Alessandro Budroni, Cecilia Pasquini, Francesco G. B. De Natale
A Hybrid Approach for Multimedia Use Verification. MediaEval (2016)
Kashif Ahmad, Nicola Conci, Giulia Boato, Francesco G. B. De Natale
USED: a large-scale social event detection dataset. MMSys (2016)
Emanuele Sansone, Andrea Passerini, Francesco G. B. De Natale
Classtering: Joint Classification and Clustering with Mixture of Factor Analysers. ECAI (2016)
Mohamed Lamine Mekhalfi, Farid Melgani, Abdallah Zeggada, Francesco G. B. De Natale, Mohammed A.-M. Salem, Alaa M. Khamis
Recovering the sight to blind people in indoor environments with smart technologies. Expert Syst. Appl. 46 (2016)
Nicola Conci, Francesco G. B. De Natale, Stefano Messelodi, Carla Maria Modena, Marco Verza, Roberto Fioravanti
An integrated framework for video surveillance in complex environments. ISC2 (2016)
Tommaso Pisoni, Nicola Conci, Francesco G. B. De Natale, Mariolino De Cecco, Giandomenico Nollo, Antonio Frattari, Giovanni M. A. Guandalini
AUSILIA: Assisted unit for simulating independent living activities. ISC2 (2016)
Cecilia Pasquini, Giulia Boato, Naif Alajlan, Francesco G. B. De Natale
A Deterministic Approach to Detect Median Filtering in 1D Data. IEEE Trans. Inf. Forensics Secur. 11 (7) (2016)
Emanuele Sansone, Konstantinos Apostolidis, Nicola Conci, Giulia Boato, Vasileios Mezaris, Francesco G. B. De Natale
Automatic Synchronization of Multi-User Photo Galleries. CoRR (2016)
Giulia Boato, Duc-Tien Dang-Nguyen, Oleg Muratov, Naif Alajlan, Francesco G. B. De Natale
Exploiting visual saliency for increasing diversity of image retrieval results. Multim. Tools Appl. 75 (10) (2016)
Quoc-Tin Phan, Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
FACE spoofing detection using LDP-TOP. ICIP (2016)
Kashif Ahmad, Francesco G. B. De Natale, Giulia Boato, Andrea Rosani
A hierarchical approach to event discovery from single images using MIL framework. GlobalSIP (2016)
Bo Zhang, Paolo Rota, Nicola Conci, Francesco G. B. De Natale
Human interaction recognition in the wild: Analyzing trajectory clustering from multiple-instance-learning perspective. ICME (2015)
Habib Ullah, Mohib Ullah, Hina Afridi, Nicola Conci, Francesco G. B. De Natale
Traffic accident detection through a hydrodynamic lens. ICIP (2015)
Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale, Luca Piras, Giorgio Giacinto, Franco Tuveri, Manuela Angioni
Multimodal-based Diversified Summarization in Social Image Retrieval. MediaEval (2015)
Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
A hybrid approach for retrieving diverse social images of landmarks. ICME (2015)
Ansgar Scherp, Vasileios Mezaris, Bogdan Ionescu, Francesco G. B. De Natale
About Events, Objects, and their Relationships: Human-centered Event Understanding from Multimedia. ACM Multimedia (2015)
Nicola Conci, Vasileios Mezaris, Francesco G. B. De Natale, Mike Matton
Synchronization of Multi-User Event Media at MediaEval 2015: Task Description, Datasets, and Evaluation. MediaEval (2015)
Andrea Rosani, Giulia Boato, Francesco G. B. De Natale
EventMask: A Game-Based Framework for Event-Saliency Identification in Images. IEEE Trans. Multim. 17 (8) (2015)
Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
3D-Model-Based Video Analysis for Computer Generated Faces Identification. IEEE Trans. Inf. Forensics Secur. 10 (8) (2015)
Bo Zhang, Nicola Conci, Francesco G. B. De Natale
Segmentation of Discriminative Patches in Human Activity Video. ACM Trans. Multim. Comput. Commun. Appl. 12 (1) (2015)
Ansgar Scherp, Vasileios Mezaris, Bogdan Ionescu, Francesco G. B. De Natale
HuEvent'14: 2014 workshop on human-centered event understanding from multimedia. ACM Multimedia (2014)
Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
Revealing synthetic facial animations of realistic characters. ICIP (2014)
Duc-Tien Dang-Nguyen, Valentina Conotter, Giulia Boato, Francesco G. B. De Natale
Video forensics based on expression dynamics. WIFS (2014)
Krishna Reddy Konda, Andrea Rosani, Nicola Conci, Francesco G. B. De Natale
Smart Camera Reconfiguration in Assisted Home Environments for Elderly Care. ECCV Workshops (4) (2014)
Sergio Ilarri, Florence Sèdes, Francesco G. B. De Natale, Alan Hanjalic
Multimedia Data Management in Mobile Computing. IEEE Multim. 21 (1) (2014)
Nicola Conci, Francesco G. B. De Natale, Vasileios Mezaris
Synchronization of Multi-User Event Media (SEM) at MediaEval 2014: Task Description, Datasets, and Evaluation. MediaEval (2014)
Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering. MediaEval (2014)
Minh-Son Dao, Duc-Tien Dang-Nguyen, Francesco G. B. De Natale
Robust event discovery from photo collections using Signature Image Bases (SIBs). Multim. Tools Appl. 70 (1) (2014)
Bo Zhang, Nicola Conci, Francesco G. B. De Natale
Human interaction recognition through two-phase sparse coding. Video Surveillance and Transportation Imaging Applications (2014)
Minh-Son Dao, Anh Duc Duong, Francesco G. B. De Natale
Unsupervised social media events clustering using user-centric parallel split-n-merge algorithms. ICASSP (2014)
Andrea Rosani, Nicola Conci, Francesco G. B. De Natale
Human behavior understanding for assisted living by means of hierarchical context free grammars. Video Surveillance and Transportation Imaging Applications (2014)
Andrea Rosani, Nicola Conci, Francesco G. B. De Natale
Human behavior recognition using a context-free grammar. J. Electronic Imaging 23 (3) (2014)
Bo Zhang, Nicola Conci, Francesco G. B. De Natale
Camera viewpoint change detection for interaction analysis in TV shows. ICIP (2014)
Valentina Conotter, Guido Grassel, Francesco G. B. De Natale
Multi-device Interaction for Content Sharing. EMASC@MM (2014)
Oleg Muratov, Giulia Boato, Francesco G. B. De Natale
Salient object detection using scene layout estimation. MMSP (2013)
Minh-Son Dao, Giulia Boato, Francesco G. B. De Natale, Truc-Vien Nguyen
Jointly exploiting visual and non-visual information for event-related social media retrieval. ICMR (2013)
Duc-Tien Dang-Nguyen, Israel D. Gebru, Valentina Conotter, Giulia Boato, Francesco G. B. De Natale
Counter-forensics of median filtering. MMSP (2013)
Andrea Rosani, Giulia Boato, Francesco G. B. De Natale
Weighted symbolic analysis of human behavior for event detection. Video Surveillance and Transportation Imaging Applications (2013)
Alessio Meneghetti, Giulia Boato, Francesco G. B. De Natale
Improved image copyright protection scheme exploiting visual cryptography in wavelet domain. Image Processing: Algorithms and Systems (2013)
Bo Zhang, Francesco G. B. De Natale, Nicola Conci
Recognition of social interactions based on feature selection from visual codebooks. ICIP (2013)
Oleg Muratov, Giulia Boato, Francesco G. B. De Natale
Diversification of visual media retrieval results using saliency detection. Multimedia Content and Mobile Devices (2013)
Truc-Vien Nguyen, Minh-Son Dao, Riccardo Mattivi, Emanuele Sansone, Francesco G. B. De Natale, Giulia Boato
Event Clustering and Classification from Social Media: Watershed-based and Kernel Methods. MediaEval (2013)
Paolo Rota, Habib Ullah, Nicola Conci, Nicu Sebe, Francesco G. B. De Natale
Particles cross-influence for entity grouping. EUSIPCO (2013)
Minh-Son Dao, Truc-Vien Nguyen, Giulia Boato, Francesco G. B. De Natale
The Watershed-based Social Events Detection Method with Support from External Data Sources. MediaEval (2012)
Minh-Son Dao, Riccardo Mattivi, Francesco G. B. De Natale, Keita Masui, Noboru Babaguchi
Abandoned Object's Owner Detection: A Case Study of Hybrid Mobile-Fixed Video Surveillance System. AVSS (2012)
Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
Discrimination between computer generated and natural human faces based on asymmetry information. EUSIPCO (2012)
Federica Battisti, Marco Carli, Francesco G. B. De Natale, Alessandro Neri
Ear recognition based on edge potential function. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
Duc-Tien Dang-Nguyen, Giulia Boato, Alessandro Moschitti, Francesco G. B. De Natale
Supervised models for multimodal image retrieval based on visual, semantic and geographic information. CBMI (2012)
Oleg Muratov, Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
Saliency detection as a support for image forensics. ISCCSP (2012)
Pierre Andrews, Francesco G. B. De Natale, Sven Buschbeck, Anthony Jameson, Kerstin Bischoff, Claudiu S. Firan, Claudia Niederée, Vasileios Mezaris, Spiros Nikolopoulos, Vanessa Murdock, Adam Rae
GLOCAL: event-based retrieval of networked media. WWW (Companion Volume) (2012)
Mattia Broilo, Giulia Boato, Francesco G. B. De Natale
Content-based synchronization for multiple photos galleries. ICIP (2012)
Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale
Identify computer generated characters by analysing facial expressions variation. WIFS (2012)
Riccardo Mattivi, Jasper R. R. Uijlings, Francesco G. B. De Natale, Nicu Sebe
Categorization of a collection of pictures into structured events. ICMR (2012)
Minh-Son Dao, Giulia Boato, Francesco G. B. De Natale
Discovering inherent event taxonomies from social media collections. ICMR (2012)
Mattia Broilo, Andrea Basso, Francesco G. B. De Natale
Unsupervised anchorpersons differentiation in news video. CBMI (2011)
Michela Cancellaro, Federica Battisti, Marco Carli, Giulia Boato, Francesco G. B. De Natale, Alessandro Neri
A commutative digital image watermarking and encryption method in the tree structured Haar transform domain. Signal Process. Image Commun. 26 (1) (2011)
Oleg Muratov, Pamela Zontone, Giulia Boato, Francesco G. B. De Natale
A segment-based image saliency detection. ICASSP (2011)
Phil Chou, Francesco G. B. De Natale, Enrico Magli, Eckehard G. Steinbach
Trends in Multimedia Signal Processing [In the Spotlight]. IEEE Signal Process. Mag. 28 (6) (2011)
Minh-Son Dao, Duc-Tien Dang-Nguyen, Francesco G. B. De Natale
Signature-image-based event analysis for personal photo albums. ACM Multimedia (2011)
Mattia Broilo, Francesco G. B. De Natale
Personal photo album summarization for global and local photo annotation. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems (2011)
Andrea Cortiana, Valentina Conotter, Giulia Boato, Francesco G. B. De Natale
Performance comparison of denoising filters for source camera identification. Media Forensics and Security (2011)
Pamela Zontone, Marco Carli, Giulia Boato, Francesco G. B. De Natale
Impact of contrast modification on human feeling: an objective and subjective assessment. ICIP (2010)
Mattia Broilo, Eric Zavesky, Andrea Basso, Francesco G. B. De Natale
Unsupervised event segmentation of news content with multimodal cues. AIEMPro @ ACM Multimedia (2010)
Mattia Daldoss, Nicola Piotto, Nicola Conci, Francesco G. B. De Natale
Activity detection using regular expressions. WIAMIS (2010)
Mattia Broilo, Francesco G. B. De Natale
A Stochastic Approach to Image Retrieval Using Relevance Feedback and Particle Swarm Optimization. IEEE Trans. Multim. 12 (4) (2010)
Mattia Daldoss, Nicola Piotto, Nicola Conci, Francesco G. B. De Natale
Learning and matching human activities using regular expressions. ICIP (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Francesco G. B. De Natale