Sebastiano Battiato

Orcid: 0000-0001-6127-2470

Affiliations:
  • University of Catania, Department of Mathematics and Computer Science, Italy


According to our database1, Sebastiano Battiato authored at least 317 papers between 1999 and 2024.

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Bibliography

2024
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images.
ACM Trans. Multim. Comput. Commun. Appl., November, 2024

COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge.
Sensors, March, 2024


Ceilometer measurements dataset.
Dataset, February, 2024

GenAI mirage: The impostor bias and the deepfake detection challenge in the era of artificial illusions.
Forensic Sci. Int. Digit. Investig., 2024

Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques.
CoRR, 2024

Deepfake Media Forensics: State of the Art and Challenges Ahead.
CoRR, 2024

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI.
CoRR, 2024

SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions.
CoRR, 2024

PhilHumans: Benchmarking Machine Learning for Personal Health.
CoRR, 2024

Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation.
CoRR, 2024

On the Exploitation of DCT-Traces in the Generative-AI Domain.
CoRR, 2024

A Novel Dataset for Non-Destructive Inspection of Handwritten Documents.
CoRR, 2024

MITS-GAN: Safeguarding medical imaging from tampering with generative adversarial networks.
Comput. Biol. Medicine, 2024

Exploiting AC Histogram Statistics for Misalignment Estimation in Double JPEG Compressed Images.
IEEE Access, 2024

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Deep Learning for Risk Assessment in Automotive Applications.
Proceedings of the IEEE International Workshop on Metrology for Automotive, 2024

Intelligent Electrical Assessment of Silicon and Silicon Carbide Wafers for Power Applications in Automotive Field.
Proceedings of the IEEE International Workshop on Metrology for Automotive, 2024

On the Exploitation of DCT Statistics for Cropping Detectors.
Proceedings of the 4th International Conference on Image Processing and Vision Engineering, 2024

ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation - Methods and Results.
Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024

DeepFeatureX Net: Deep Features eXtractors Based Network for Discriminating Synthetic from Real Images.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Innovative Methods for Non-Destructive Inspection of Handwritten Documents.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Boosting multiple sclerosis lesion segmentation through attention mechanism.
Comput. Biol. Medicine, July, 2023

Assessing forensic ballistics three-dimensionally through graphical reconstruction and immersive VR observation.
Multim. Tools Appl., May, 2023

Editorial: Deep neural computing for advanced automotive system applications.
Frontiers Comput. Sci., 2023

AI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions.
CoRR, 2023

Deep Learning Algorithm for Advanced Level-3 Inverse-Modeling of Silicon-Carbide Power MOSFET Devices.
CoRR, 2023

Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis.
CoRR, 2023

Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models.
CoRR, 2023

Deep Audio Analyzer: A Framework to Industrialize the Research on Audio Forensics.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

An Innovative Tool for Uploading/Scraping Large Image Datasets on Social Networks.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

E-ELPV: Extended ELPV Dataset for Accurate Solar Cells Defect Classification.
Proceedings of the Intelligent Systems and Applications, 2023

FUB-Clustering: Fully Unsupervised Batch Clustering.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

Benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

GLR: Gradient-Based Learning Rate Scheduler.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

A Robust Approach for Crop Misalignment Estimation in Single and Double JPEG Compressed Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Not with My Name! Inferring Artists' Names of Input Strings Employed by Diffusion Models.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Early Detection of Hip Periprosthetic Joint Infections Through CNN on Computed Tomography Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Real-Time Multiclass Face Spoofing Recognition Through Spatiotemporal Convolutional 3D Features.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Enhancing Multiple Sclerosis Lesion Segmentation in Multimodal MRI Scans with Diffusion Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Advanced eNose-Driven Pedestrian Tracking Pipeline for Intelligent Car Driver Assisting System: Preliminary Results.
Sensors, 2022

CNN-based first quantization estimation of double compressed JPEG images.
J. Vis. Commun. Image Represent., 2022

The Face Deepfake Detection Challenge.
J. Imaging, 2022

Explainable Deep Learning System for Advanced Silicon and Silicon Carbide Electrical Wafer Defect Map Assessment.
IEEE Access, 2022

Transfer Learning via Test-time Neural Networks Aggregation.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Advanced Assisted Car Driving in Low-light Scenarios.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022

Objects Motion Detection in Domain-adapted Assisted Driving.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022

Natural Gas Leakage Detection: a Deep Learning Framework on IR Video Data.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Misalignment Estimation in Non-Aligned Double JPEG Scenario Based on AC Histogram Analysis.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Semantic food segmentation for health monitoring.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022

A Robust Misalignment Estimation Approach in Non-Aligned Double JPEG Compression Scenario.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Recognition of Complex Gestures for Real-Time Emoji Assignment.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

An Explainable Medical Imaging Framework for Modality Classifications Trained Using Small Datasets.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Mixup Data Augmentation for COVID-19 Infection Percentage Estimation.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Towards an Efficient Facial Image Compression with Neural Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

User-Biased Food Recognition for Health Monitoring.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Deepfake Style Transfer Mixture: A First Forensic Ballistics Study on Synthetic Images.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Fooling a Face Recognition System with a Marker-Free Label-Consistent Backdoor Attack.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Introducing AV1 Codec-Level Video Steganography.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

From Cloud-Edge to Edge-Edge Continuum: the Swarm-Based Edge Computing Systems.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

On the Exploitation of Deepfake Model Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

The UNICT-TEAM Vision Modules for the Mohamed Bin Zayed International Robotics Challenge 2020.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021
EgoCart: A Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores.
IEEE Trans. Circuits Syst. Video Technol., 2021

A survey on human-aware robot navigation.
Robotics Auton. Syst., 2021

Exploiting objective text description of images for visual sentiment analysis.
Multim. Tools Appl., 2021

A Benchmark Evaluation of Adaptive Image Compression for Multi Picture Object Stereoscopic Images.
J. Imaging, 2021

Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap.
J. Imaging, 2021

A Robust Document Identification Framework through f-BP Fingerprint.
J. Imaging, 2021

Fighting Deepfakes by Detecting GAN DCT Anomalies.
J. Imaging, 2021

Assessing "Information Quality" in IoT Forensics: Theoretical Framework and Model Implementation.
FLAP, 2021

Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case.
Frontiers Neuroinformatics, 2021

Estimating Previous Quantization Factors on Multiple JPEG Compressed Images.
EURASIP J. Inf. Secur., 2021

First Quantization Estimation by a Robust Data Exploitation Strategy of DCT Coefficients.
IEEE Access, 2021

Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Deep Visio-PhotoPlethysmoGraphy Reconstruction Pipeline for Non-invasive Cuff-less Blood Pressure Estimation.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

Defamation 2.0: New Threats in Digital Media Era - An Overview on Forensics Approaches in the Social Network Ecosystem.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

Food Recognition for Dietary Monitoring during Smoke Quitting.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

Advanced Densely Connected System with Embedded Spatio-Temporal Features Augmentation for Immunotherapy Assessment.
Proceedings of the International Joint Conference on Neural Networks, 2021

Advanced Deep Network with Attention and Genetic-Driven Reinforcement Learning Layer for an Efficient Cancer Treatment Outcome Prediction.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Advanced 3D Deep Non-Local Embedded System for Self-Augmented X-Ray-based COVID-19 Assessment.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Fine-Grained Image Classification for Pollen Grain Microscope Images.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision.
Pattern Recognit. Lett., 2020

SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning.
Pattern Recognit. Lett., 2020

3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma.
J. Imaging, 2020

Survey on visual sentiment analysis.
IET Image Process., 2020

Preliminary Forensics Analysis of DeepFake Images.
CoRR, 2020

EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision.
CoRR, 2020

Fighting Deepfake by Exposing the Convolutional Traces on Images.
IEEE Access, 2020

Face Analysis and Body Language Understanding from Egocentric Cameras (short paper).
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Anticipating Activity from Multimodal Signals.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Real-Time Thermal Face Identification System for Low Memory Vision Applications Using CNN.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Pollen Grain Classification Challenge 2020 - Challenge Report.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Computational Data Analysis for First Quantization Estimation on JPEG Double Compressed Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Single Architecture and Multiple task deep Neural Network for Altered Fingerprint Analysis.
Proceedings of the IEEE International Conference on Image Processing, 2020

Animated Gif Optimization By Adaptive Color Local Table Management.
Proceedings of the IEEE International Conference on Image Processing, 2020

POLLEN13K: A Large Scale Microscope Pollen Grain Image Dataset.
Proceedings of the IEEE International Conference on Image Processing, 2020

Visual Saliency Detection guided by Neural Signals.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

DeepFake Detection by Analyzing Convolutional Traces.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Detection and Classification of Pollen Grain Microscope Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Egocentric visitors localization in natural sites.
J. Vis. Commun. Image Represent., 2019

Estimating the occupancy status of parking areas by counting cars and non-empty stalls.
J. Vis. Commun. Image Represent., 2019

Egocentric Visitors Localization in Cultural Sites.
ACM Journal on Computing and Cultural Heritage, 2019

Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System.
Comput., 2019

Predicting Social Image Popularity Dynamics at Time Zero.
IEEE Access, 2019

Action Anticipation from Multimodal Data.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Egocentric Point of Interest Recognition in Cultural Sites.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Image Based Localization with Simulated Egocentric Navigations.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Visitors Localization in Natural Sites Exploiting EgoVision and GPS.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

A New Framework for Studying Tubes Rearrangement Strategies in Surveillance Video Synopsis.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A New Study On Wood Fibers Textures: Documents Authentication Through LBP Fingerprint.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Siamese Ballistics Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

The Impact of Padding on Image Classification by Using Pre-trained Convolutional Neural Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Generalised Gradient Vector Flow for Content-Aware Image Resizing.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Prediction of Social Image Popularity Dynamics.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

1-D DCT Domain Analysis for JPEG Double Compression Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

VEDI: Vision Exploitation for Data Interpretation.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Advanced Multi-neural System for Cuff-less Blood Pressure Estimation through Nonlinear HC-features.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

An Overview on Image Sentiment Analysis: Methods, Datasets and Current Challenges.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

Advanced Motion-Tracking System with Multi-Layers Deep Learning Framework for Innovative Car-Driver Drowsiness Monitoring.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018
An Advanced Bio-Inspired PhotoPlethysmoGraphy (PPG) and ECG Pattern Recognition System for Medical Assessment.
Sensors, 2018

Market basket analysis from egocentric videos.
Pattern Recognit. Lett., 2018

Personal-location-based temporal segmentation of egocentric videos for lifelogging applications.
J. Vis. Commun. Image Represent., 2018

Preface.
J. Glob. Optim., 2018

Low cost rototranslational video stabilization algorithm.
J. Electronic Imaging, 2018

Forensic analysis of handwritten documents with GRAPHJ (Erratum).
J. Electronic Imaging, 2018

Forensic analysis of handwritten documents with GRAPHJ.
J. Electronic Imaging, 2018

Evaluation of Levenberg-Marquardt neural networks and stacked autoencoders clustering for skin lesion analysis, screening and follow-up.
IET Comput. Vis., 2018

Advanced Bio-Inspired System for Noninvasive Cuff-Less Blood Pressure Estimation from Physiological Signal Analysis.
Comput., 2018

On-board monitoring system for road traffic safety analysis.
Comput. Ind., 2018

NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Egocentric Shopping Cart Localization.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Fast Palette Reordering Technique Based on GPU-Optimized Genetic Algorithms.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Digital Countryside Notebook for Smart Agriculture and Oranges Classification.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Localization of Visitors for Cultural Sites Management.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-empty Stalls in Parking Spaces.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Visual Sentiment Analysis Based on on Objective Text Description of Images.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

Scene Adaptation for Semantic Segmentation using Adversarial Learning.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Affine Covariant Features for Fisheye Distortion Local Modeling.
IEEE Trans. Image Process., 2017

Recognizing Personal Locations From Egocentric Videos.
IEEE Trans. Hum. Mach. Syst., 2017

Organizing egocentric videos of daily living activities.
Pattern Recognit., 2017

Distortion adaptive Sobel filters for the gradient estimation of wide angle images.
J. Vis. Commun. Image Represent., 2017

Next-active-object prediction from egocentric videos.
J. Vis. Commun. Image Represent., 2017

On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos.
Proceedings of the 2017 Workshop on Wearable MultiMedia, 2017

On the Estimation of Children's Poses.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Bio-Inspired Feed-Forward System for Skin Lesion Analysis, Screening and Follow-Up.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

GRAPHJ: A Forensics Tool for Handwriting Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A Classification Engine for Image Ballistics of Social Data.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Recognizing Context for Privacy Preserving of First Person Vision Image Sequences.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Organizing Videos Streams for Clustering and Estimation of Popular Scenes.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A System for Autonomous Landing of a UAV on a Moving Vehicle.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

How Shall We Evaluate Egocentric Action Recognition?
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

The Social Picture: Advanced Image Analysis Applications.
Proceedings of the Italian Chapter Conference 2017, 2017

Advanced skin lesion discrimination pipeline for early melanoma cancer diagnosis towards PoC devices.
Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017

Park Smart.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Special issue on "Video analytics for audience measurement in retail and digital signage".
Pattern Recognit. Lett., 2016

Semantic segmentation of images exploiting DCT based features and random forest.
Pattern Recognit., 2016

Aligning shapes for symbol classification and retrieval.
Multim. Tools Appl., 2016

Retrieval and classification of food images.
Comput. Biol. Medicine, 2016

Food vs Non-Food Classification.
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

Organizing Egocentric Videos for Daily Living Monitoring.
Proceedings of the first Workshop on Lifelogging Tools and Applications, 2016

The Social Picture.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

RECfusion: Automatic Scene Clustering and Tracking in Videos from Multiple Sources.
Proceedings of the Mobile Devices and Multimedia: Enabling Technologies, 2016

Egocentric Vision for Visual Market Basket Analysis.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Multimedia Forensics: discovering the history of multimedia contents.
Proceedings of the 17th International Conference on Computer Systems and Technologies, 2016

Learning Approaches for Parking Lots Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Representing scenes for real-time context classification on mobile devices.
Pattern Recognit., 2015

Special Section Guest Editorial: Special Section on Ultrawide Context- and Content-Aware Imaging.
J. Electronic Imaging, 2015

An integrated system for vehicle tracking and classification.
Expert Syst. Appl., 2015

Monitoring Accropodes Breakwaters using RGB-D Cameras.
Proceedings of the VISAPP 2015, 2015

Semi-Naive Mixture Model for Consensus Clustering.
Proceedings of the Machine Learning, Optimization, and Big Data, 2015

RECfusion: Automatic Video Curation Driven by Visual Content Popularity.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

The future of consumer cameras.
Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Selecting discriminative CLBP patterns for age estimation.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Gender recognition: Methods, datasets and results.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Generalized Sobel Filters for gradient estimation of distorted images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Image Manipulation on Facebook for Forensics Evidence.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Food Recognition Using Consensus Vocabularies.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

On the Exploitation of One Class Classification to Distinguish Food Vs Non-Food Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Recognizing Personal Contexts from Egocentric Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Fast and Low Power Consumption Outliers Removal for Motion Vector Estimation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

On Blind Source Camera Identification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

A new fast matching method for adaptive compression of stereoscopic images.
Proceedings of the Three-Dimensional Image Processing, 2015

Exploiting time-multiplexing structured light with picoprojectors.
Proceedings of the Three-Dimensional Image Processing, 2015

2014
Saliency-Based Selection of Gradient Vector Flow Paths for Content Aware Image Resizing.
IEEE Trans. Image Process., 2014

First Quantization Matrix Estimation From Double Compressed JPEG Images.
IEEE Trans. Inf. Forensics Secur., 2014

Aligning codebooks for near duplicate image detection.
Multim. Tools Appl., 2014

Multi Touch Shape Recognition for Projected Capacitive Touch Screen.
Proceedings of the VISAPP 2014, 2014

Vehicle Tracking based on Customized Template Matching.
Proceedings of the VISAPP 2014, 2014

Face Re-Identification for Digital Signage Applications.
Proceedings of the Video Analytics for Audience Measurement - First International Workshop, 2014

Affine region detectors on the fisheye domain.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Classifying food images represented as Bag of Textons.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

An Experimental Analysis of Saliency Detection with Respect to Three Saliency Levels.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Image sensor noise profiling by voting based curve fitting.
Proceedings of the Digital Photography X, 2014

2013
Forgery Detection and Value Identification of Euro Banknotes.
Sensors, 2013

Artificial Mosaic Generation with Gradient Vector Flow and Tile Cutting.
J. Electr. Comput. Eng., 2013

Signal Activity Estimation with Built-in Noise Management in Raw Digital Images.
Proceedings of the VISAPP 2013, 2013

Counterfeit Detection and Value Recognition of Euro Banknotes.
Proceedings of the VISAPP 2013, 2013

First JPEG quantization matrix estimation based on histogram analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Adaptive Compression of Stereoscopic Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Measuring Sandy Bottom Dynamics by Exploiting Depth from Stereo Video Sequences.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

First Quantization Coefficient Extraction from Double Compressed JPEG Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Road Traffic Conflict Analysis from Geo-referenced Stereo Sequences.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

PCA based shape recognition for capacitive touch display.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013

Shape recognition for capacitive touch display.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

Aesthetic scoring of digital portraits for consumer applications.
Proceedings of the Digital Photography IX, 2013

Artificial Mosaic Generation.
Proceedings of the Image and Video-Based Artistic Stylisation, 2013

2012
Robust Image Alignment for Tampering Detection.
IEEE Trans. Inf. Forensics Secur., 2012

Multimedia in Forensics, Security, and Intelligence.
IEEE Multim., 2012

Content-based Image Resizing on Mobile Devices.
Proceedings of the VISAPP 2012, 2012

Aligning Bags of Shape Contexts for Blurred Shape Model based symbol classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Content-aware image resizing with seam selection based on Gradient Vector Flow.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Artificial Mosaics with Irregular Tiles Based on Gradient Vector Flow.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Instant Scene Recognition on Mobile Platform.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

On the performances of computer vision algorithms on mobile platforms.
Proceedings of the Digital Photography VIII, 2012

A Novel Computational Tool for Aesthetic Scoring of Digital Photography.
Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012

2011
A Robust Image Alignment Algorithm for Video Stabilization Purposes.
IEEE Trans. Circuits Syst. Video Technol., 2011

Robust image registration and tampering localization exploiting bag of features based forensic signature.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Third ACM international workshop on multimedia in forensics and intelligence (MiFor 2011).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Understanding geometric manipulations of images through bovw-based hashing.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Robust video stabilization approach based on a voting strategy.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Crop Detection through Blocking Artefacts Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

A Robust Forensic Hash Component for Image Alignment.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Random-temporal block selection for video stabilization.
Proceedings of the Digital Photography VII, 2011

Fast block based local motion estimation for video stabilization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

On the Application of Structured Sparse Model Selection to JPEG Compressed Images.
Proceedings of the Computational Color Imaging - Third International Workshop, 2011

2010
A Robust Block-Based Image/Video Registration Approach for Mobile Imaging Devices.
IEEE Trans. Multim., 2010

Exploiting visual and text features for direct marketing learning in time and space constrained domains.
Pattern Anal. Appl., 2010

Assessment of Cow's Body Condition Score Through Statistical Shape Analysis and Regression Machines.
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

Emerging Methods for Color Image and Video Quality Enhancement.
EURASIP J. Image Video Process., 2010

Exploiting Textons Distributions on Spatial Hierarchy for Scene Classification.
EURASIP J. Image Video Process., 2010

Red-Eyes Removal through Cluster-Based Boosting on Gray Codes.
EURASIP J. Image Video Process., 2010

3D ancient mosaics.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Bags of phrases with codebooks alignment for near duplicate image detection.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

Second ACM international workshop on multimedia in forensics, security and intelligence (MiFor 2010).
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Boosting Gray Codes for Red Eyes Removal.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Characterization of signal perturbation using voting based curve fitting for multispectral images.
Proceedings of the International Conference on Image Processing, 2010

Red-eyes removal through cluster based Linear Discriminant Analysis.
Proceedings of the International Conference on Image Processing, 2010

Signal-dependent raw image denoising using sensor noise characterization via multiple acquisitions.
Proceedings of the Digital Photography VI, 2010

2009
Noise Reduction for CFA Image Sensors Exploiting HVS Behaviour.
Sensors, 2009

Using visual and text features for direct marketing on multimedia messaging services domain.
Multim. Tools Appl., 2009

Periodic Pattern Detection for Real-Time Application.
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Spatial Hierarchy of Textons Distributions for Scene Classification.
Proceedings of the Advances in Multimedia Modeling, 2009

Digital forgery estimation into DCT domain: a critical analysis.
Proceedings of the First ACM workshop on Multimedia in forensics, 2009

A bio-inspired CNN with re-indexing engine for lossless DNA microarray compression and segmentation.
Proceedings of the International Conference on Image Processing, 2009

Red Eye Detection through Bag-of-Keypoints Classification.
Proceedings of the Image Analysis and Processing, 2009

Fuzzy-based motion estimation for video stabilization using SIFT interest points.
Proceedings of the Digital Photography V, 2009

Naturalness classification of images into DCT domain.
Proceedings of the Digital Photography V, 2009

Texture Sensitive Denoising for Single Sensor Color Imaging Devices.
Proceedings of the Computational Color Imaging, Second International Workshop, 2009

An Improved Image Re-indexing Technique by Self Organizing Motor Maps.
Proceedings of the Computational Color Imaging, Second International Workshop, 2009

2008
Video Stabilization.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Color-Mapped Imaging.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Digital video stabilization through curve warping techniques.
IEEE Trans. Consumer Electron., 2008

A Novel Chaotic Coding System for Lossy Image Compression.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Natural Versus Artificial Scene Classification by Ordering Discrete Fourier Power Spectra.
Proceedings of the Structural, 2008

Regular texture removal for video stabilization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A robust video stabilization system by adaptive motion vectors filtering.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Scene categorization using bag of Textons on spatial hierarchy.
Proceedings of the International Conference on Image Processing, 2008

A Novel Artificial Mosaic Generation Technique Driven by Local Gradient Analysis.
Proceedings of the Computational Science, 2008

Artificial Mosaics by Gradient Vector Flow.
Proceedings of the 29th Annual Conference of the European Association for Computer Graphics, 2008

2007
Self Organizing Motor Maps for Color-Mapped Image Re-Indexing.
IEEE Trans. Image Process., 2007

Adaptive techniques for microarray image analysis with related quality assessment.
J. Electronic Imaging, 2007

Digital Mosaic Frameworks - An Overview.
Comput. Graph. Forum, 2007

Image enhancement by region detection on CFA data images.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Cortical Bone Classification by Local Context Analysis.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

A Novel Image Re-Indexing by Self Organizing Motor Maps.
Proceedings of the International Conference on Image Processing, 2007

SIFT Features Tracking for Video Stabilization.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Modelling and Animation of Theatrical Greek Masks in an Authoring System.
Proceedings of the Eurographics Italian Chapter Conference 2007, Trento, Italy, 2007, 2007

Rendering Order Optimization for SVGStat Improvement.
Proceedings of the Eurographics Italian Chapter Conference 2007, Trento, Italy, 2007, 2007

Ramses: a Visual Steganographic System.
Proceedings of the Eurographics Italian Chapter Conference 2007, Trento, Italy, 2007, 2007

Smart Photo Sticking.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006
Statistical Based Vectorization for Standard Vector Graphics.
Proceedings of the Computational Science, 2006

A New Descreening Technique in the Frequency Domain.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

Color Palette Images Re-indexing by Self Organizing Motor Maps.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

Compressed SVG Representation of Raster Images Vectorized by DDT Triangulation.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

SVG Vectorization by Statistical Region Merging.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

3D CT Segmentation for Clinical Evaluation of Knee Prosthesis Operations.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

A Survey of Digital Mosaic Techniques.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

2005
Natural scenes classification for color enhancement.
IEEE Trans. Consumer Electron., 2005

Statistical Modeling of Huffman Tables Coding.
Proceedings of the Image Analysis and Processing, 2005

SVG Rendering for Internet Imaging.
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005

2004
An efficient Re-indexing algorithm for color-mapped images.
IEEE Trans. Image Process., 2004

Automatic Image Enhancement by Content Dependent Exposure Correction.
EURASIP J. Adv. Signal Process., 2004

SVG rendering of real images using data dependent triangulation.
Proceedings of the 20th Spring Conference on Computer Graphics, 2004

Adaptive image data fusion for consumer devices application.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Should We Prove Security Policies Correct?
Proceedings of the Electronic Government and Commerce: Design, Modeling, Analysis and Security, 2004

3D Stereoscopic Image Pairs by Depth-Map Generation.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

Depth map generation by image classification.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications VI, 2004

Real metrology by using depth map information.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications VI, 2004

2003
A noise reduction filter for full-frame data imaging devices.
IEEE Trans. Consumer Electron., 2003

A global enhancement pipeline for low-cost imaging devices.
IEEE Trans. Consumer Electron., 2003

Analysis and characterization of JPEG 2000 standard for imaging devices.
IEEE Trans. Consumer Electron., 2003

High dynamic range imaging for digital still camera: an overview.
J. Electronic Imaging, 2003

Antipole Clustering for Fast Texture Synthesis.
Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003

Image quality improvement by adaptive exposure correction techniques.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A light viewfinder pipeline for consumer devices application.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Smart interpolation by anisotropic diffusion.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Perceptive visual texture classification and retrieval.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Coding techniques for CFA data images.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002
Improving image resolution by adaptive back-projection correction techniques.
IEEE Trans. Consumer Electron., 2002

JPEG2000 coded images optimization using a content-dependent approach.
IEEE Trans. Consumer Electron., 2002

A locally adaptive zooming algorithm for digital images.
Image Vis. Comput., 2002

Glyph Representation of Texture Properties.
Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002

Temporal noise reduction of Bayer matrixed video data.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001
A Color Reindexing Algorithm for Lossless Compression of Digital Images.
Proceedings of the 17th Spring Conference on Computer Graphics, 2001

Psychovisual and Statistical Optimization of Quantization Tables for DCT Compression Engines.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

2000
Color opponency watermarking scheme for digital images.
Proceedings of the Security and Watermarking of Multimedia Contents II, 2000

An Efficient Algorithm for the Approximate Median Selection Problem.
Proceedings of the Algorithms and Complexity, 4th Italian Conference, 2000

1999
Robust Watermarking for Images Based on Color Manipulation.
Proceedings of the Information Hiding, Third International Workshop, 1999


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