Fabio Scotti

Orcid: 0000-0002-4277-3701

According to our database1, Fabio Scotti authored at least 130 papers between 2000 and 2024.

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Bibliography

2024
Large-Scale High-Altitude UAV-Based Vehicle Detection via Pyramid Dual Pooling Attention Path Aggregation Network.
IEEE Trans. Intell. Transp. Syst., October, 2024

Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

Learning to Count Arbitrary Industrial Manufacturing Workpieces.
IEEE Trans. Ind. Informatics, May, 2024

Antenna Parameter Measurement Network With Dual Attention and Focus Loss Using UAV.
IEEE Trans. Artif. Intell., April, 2024

Efficient Adjacent Feature Harmonizer Network With UAV-CD+ Dataset for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

DS-HyFA-Net: A Deeply Supervised Hybrid Feature Aggregation Network With Multiencoders for Change Detection in High-Resolution Imagery.
IEEE Trans. Geosci. Remote. Sens., 2024

DGMA<sup>2</sup>-Net: A Difference-Guided Multiscale Aggregation Attention Network for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

DBCG-Net: Dual Branch Calibration Guided Deep Network for UAV Images Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A decision support system for acute lymphoblastic leukemia detection based on explainable artificial intelligence.
Image Vis. Comput., 2024

Deep Neural Networks for Assessing the Legal Age from Panoramic Dental X-ray Images.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024

Minimal Preprocessing of ECG Signals for Deep Learning-Based Biometric Systems.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024

2023
Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules.
IEEE Trans. Intell. Veh., December, 2023

MultiCardioNet: Interoperability between ECG and PPG biometrics.
Pattern Recognit. Lett., November, 2023

Dynamically aggregating MLPs and CNNs for skin lesion segmentation with geometry regularization.
Comput. Methods Programs Biomed., August, 2023

Flexible and Diverse Contrastive Learning for Steel Surface Defect Recognition With Few Labeled Samples.
IEEE Trans. Instrum. Meas., 2023

Few-Shot Steel Surface Defect Recognition via Self-Supervised Teacher-Student Model With Min-Max Instances Similarity.
IEEE Trans. Instrum. Meas., 2023

Dual Consistency Alignment Based Self-Supervised Learning for SAR Target Recognition With Speckle Noise Resistance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Efficient IoT Big Data Streaming With Deep-Learning-Enabled Dynamics.
IEEE Internet Things J., 2023

DL4ALL: Multi-Task Cross-Dataset Transfer Learning for Acute Lymphoblastic Leukemia Detection.
IEEE Access, 2023

Adversarial Defect Synthesis for Industrial Products in Low Data Regime.
Proceedings of the IEEE International Conference on Image Processing, 2023

Applications and Limits of Image-to-Image Translation Models.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

ALL-IDB Patches: Whole Slide Imaging For Acute Lymphoblastic Leukemia Detection Using Deep Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Iris Reflection Segmentation from Ocular Images Acquired in Uncontrolled and Uncooperative Conditions.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023

Tree-based Optimization for Image-to-Image Translation with Imbalanced Datasets on the Edge.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023

2022
A³PNet: Antijam and Accurate Antenna Parameters Measuring Network for Mobile Communication Base Station Using UAV.
IEEE Trans. Instrum. Meas., 2022

Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATR.
IEEE Trans. Geosci. Remote. Sens., 2022

Photoplethysmographic biometrics: A comprehensive survey.
Pattern Recognit. Lett., 2022

A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning.
ACM Comput. Surv., 2022

Grad<sub>2</sub>VAE: An Explainable Variational Autoencoder Model Based on Online Attentions Preserving Curvatures of Representations.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Photovoltaic Energy Prediction for New-Generation Cells with Limited Data: A Transfer Learning Approach.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

Biliary Atresia Detection Using Color Clustering and Nearest Neighbor Classification: A User Interactive Approach.
Proceedings of the IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2022

Touchless Palmprint and Fingerprint Recognition.
Proceedings of the Advances in Computing, Informatics, Networking and Cybersecurity, 2022

2021
AntennaNet: Antenna Parameters Measuring Network for Mobile Communication Base Station Using UAV.
IEEE Trans. Instrum. Meas., 2021

A Comprehensive Survey of Databases and Deep Learning Methods for Cybersecurity and Intrusion Detection Systems.
IEEE Syst. J., 2021

I-SOCIAL-DB: A labeled database of images collected from websites and social media for Iris recognition.
Image Vis. Comput., 2021

Real-Time Segmentation Method of Lightweight Network For Finger Vein Using Embedded Terminal Technique.
IEEE Access, 2021

A Time-Varying Sliding Mode Control Method for Distributed-Mass Double Pendulum Bridge Crane With Variable Parameters.
IEEE Access, 2021

Global-Equivalent Sliding Mode Control Method for Bridge Crane.
IEEE Access, 2021

An Intelligent Monitoring System for Assessing Bee Hive Health.
IEEE Access, 2021

Iris Deidentification With High Visual Realism for Privacy Protection on Websites and Social Networks.
IEEE Access, 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

Driver Attention Assistance by Pedestrian/Cyclist Distance Estimation from a Single RGB Image: A CNN-based Semantic Segmentation Approach.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 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

Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

Deep Learning for Biometric Systems: Applications and Trends.
Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

Automatic Face Recognition for Forensic Identification of Persons Deceased in Humanitarian Emergencies.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2021

Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2021

2020
A Decision Support System for Wind Power Production.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Weakly supervised facial expression recognition via transferred DAL-CNN and active incremental learning.
Soft Comput., 2020

TAI-SARNET: Deep Transferred Atrous-Inception CNN for Small Samples SAR ATR.
Sensors, 2020

MFFA-SARNET: Deep Transferred Multi-Level Feature Fusion Attention Network with Dual Optimized Loss for Small-Sample SAR ATR.
Remote. Sens., 2020

Facial beauty prediction via deep cascaded forest.
Int. J. High Perform. Syst. Archit., 2020

Facial Beauty Prediction via Local Feature Fusion and Broad Learning System.
IEEE Access, 2020

Asian Female Facial Beauty Prediction Using Deep Neural Networks via Transfer Learning and Multi-Channel Feature Fusion.
IEEE Access, 2020

2M BeautyNet: Facial Beauty Prediction Based on Multi-Task Transfer Learning.
IEEE Access, 2020

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

Biometric Recognition of PPG Cardiac Signals Using Transformed Spectrogram Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Unsupervised Learning From Limited Available Data by β-NMF and Dual Autoencoder.
Proceedings of the IEEE International Conference on Image Processing, 2020

On Approximating the Non-negative Rank: Applications to Unsupervised Image Reduction.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2020

2019
3-D Granulometry Using Image Processing.
IEEE Trans. Ind. Informatics, 2019

PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition.
IEEE Trans. Inf. Forensics Secur., 2019

Deep-ECG: Convolutional Neural Networks for ECG biometric recognition.
Pattern Recognit. Lett., 2019

Non-ideal iris segmentation using Polar Spline RANSAC and illumination compensation.
Comput. Vis. Image Underst., 2019

Mobile Communication Base Station Antenna Measurement Using Unmanned Aerial Vehicle.
IEEE Access, 2019

Towards Explainable Face Aging with Generative Adversarial Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

IoT-based Architectures for Sensing and Local Data Processing in Ambient Intelligence: Research and Industrial Trends.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Touchless Palmprint and Finger Texture Recognition: A Deep Learning Fusion Approach.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

A Scheme for Fingerphoto Recognition in Smartphones.
Proceedings of the Selfie Biometrics - Advances and Challenges, 2019

2018
A novel pore extraction method for heterogeneous fingerprint images using Convolutional Neural Networks.
Pattern Recognit. Lett., 2018

Towards the Prediction of Renewable Energy Unbalance in Smart Grids.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

A Novel Finger-Knuckle-Print Recognition Based on Batch-Normalized CNN.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Advanced Biometric Technologies: Emerging Scenarios and Research Trends.
Proceedings of the From Database to Cyber Security, 2018

2017
Age estimation based on face images and pre-trained convolutional neural networks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Deep Convolutional Neural Network for Facial Expression Recognition.
Proceedings of the Image and Graphics - 9th International Conference, 2017

SAR Automatic Target Recognition Based on Deep Convolutional Neural Network.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Text-independent speaker recognition for Ambient Intelligence applications by using Information Set Features.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

2016
Toward Unconstrained Fingerprint Recognition: A Fully Touchless 3-D System Based on Two Views on the Move.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Computational Intelligence for Biometric Applications: a Survey.
Int. J. Comput., 2016

Biometric Recognition in Automated Border Control: A Survey.
ACM Comput. Surv., 2016

Enhancing fingerprint biometrics in Automated Border Control with adaptive cohorts.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Computational intelligence for industrial and environmental applications.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Analyzing images in frequency domain to estimate the quality of wood particles in OSB production.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2016

Towards touchless pore fingerprint biometrics: A neural approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Enhancing the Performance of Multimodal Automated Border Control Systems.
Proceedings of the 2016 International Conference of the Biometrics Special Interest Group, 2016

2015
Automatic Classification of Acquisition Problems Affecting Fingerprint Images in Automated Border Controls.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Improving OSB wood panel production by vision-based systems for granulometric estimation.
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

Advanced design of Automated Border Control gates: Biometric system techniques and research trends.
Proceedings of the IEEE International Symposium on Systems Engineering, 2015

Automated Border Control Systems: Biometric Challenges and Research Trends.
Proceedings of the Information Systems Security - 11th International Conference, 2015

2014
Touchless Palmprint Recognition Systems
Advances in Information Security 60, Springer, ISBN: 978-3-319-10365-5, 2014

Adaptive ECG biometric recognition: a study on re-enrollment methods for QRS signals.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

2013
Wildfire Smoke Detection Using Computational Intelligence Techniques Enhanced With Synthetic Smoke Plume Generation.
IEEE Trans. Syst. Man Cybern. Syst., 2013

ECG biometric recognition: Permanence analysis of QRS signals for 24 hours continuous authentication.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

A virtual environment for the simulation of 3D wood strands in multiple view systems for the particle size measurements.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013

Accurate 3D fingerprint virtual environment for biometric technology evaluations and experiment design.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013

Welcome message from the chairpersons.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013

Contactless fingerprint recognition: A neural approach for perspective and rotation effects reduction.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2013

2012
Iris Segmentation: State of the Art and Innovative Methods.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Virtual environment for 3-D synthetic fingerprints.
Proceedings of the 2012 IEEE International Conference on Virtual Environments Human-Computer Interfaces and Measurement Systems, 2012

Quality measurement of unwrapped three-dimensional fingerprints: A neural networks approach.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Low-cost volume estimation by two-view acquisitions: A computational intelligence approach.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Two-view contactless fingerprint acquisition systems: A case study for clay artworks.
Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2012

2011
Biometric Privacy.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

Fingerprint.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

Virtual environment for synthetic smoke clouds generation.
Proceedings of the 2011 IEEE International Conference on Virtual Environments, 2011

Biometrics Privacy - Technologies and Applications.
Proceedings of the SECRYPT 2011 - Proceedings of the International Conference on Security and Cryptography, Seville, Spain, 18, 2011

All-IDB: The acute lymphoblastic leukemia image database for image processing.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Biometric Privacy Protection: Guidelines and Technologies.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2011

A neural-based minutiae pair identification method for touch-less fingerprint images.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011

Fast 3-D fingertip reconstruction using a single two-view structured light acquisition.
Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2011

2010
Design of an Automatic Wood Types Classification System by Using Fluorescence Spectra.
IEEE Trans. Syst. Man Cybern. Part C, 2010

Special Section in IEEE Transactions on Instrumentation and Measurement on Biometric Instrumentation and Measurement.
IEEE Trans. Instrum. Meas., 2010

Adaptive Reflection Detection and Location in Iris Biometric Images by Using Computational Intelligence Techniques.
IEEE Trans. Instrum. Meas., 2010

Noisy iris segmentation with boundary regularization and reflections removal.
Image Vis. Comput., 2010

Privacy-preserving fingercode authentication.
Proceedings of the Multimedia and Security Workshop, 2010

Neural-based quality measurement of fingerprint images in contactless biometric systems.
Proceedings of the International Joint Conference on Neural Networks, 2010

A privacy-compliant fingerprint recognition system based on homomorphic encryption and Fingercode templates.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Neural-based iterative approach for iris detection in iris recognition systems.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

2008
A fuzzy approach to multimodal biometric continuous authentication.
Fuzzy Optim. Decis. Mak., 2008

Virtual environment for granulometry analysis.
Proceedings of the IEEE International Conference on Virtual Environments, 2008

A Multi-biometric Verification System for the Privacy Protection of Iris Templates.
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, 2008

Privacy-Aware Biometrics: Design and Implementation of a Multimodal Verification System.
Proceedings of the Twenty-Fourth Annual Computer Security Applications Conference, 2008

2007
A Fuzzy Approach to Multimodal Biometric Authentication.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A Biometric Verification System Addressing Privacy Concerns.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

2006
Exploiting application locality to design low-complexity, highly performing, and power-aware embedded classifiers.
IEEE Trans. Neural Networks, 2006

2005
Quality assessment of biometric systems: a comprehensive perspective based on accuracy and performance measurement.
IEEE Trans. Instrum. Meas., 2005

Exploiting application locality to design fast, low power, low complexity neural classifiers.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Visual inspection of particle boards for quality assessment.
Proceedings of the 2005 International Conference on Image Processing, 2005

Fingerprint local analysis for high-performance minutiae extraction.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Evolutionary Design of Information Systems Architectures.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2000
Composite real-time image processing for railways track profile measurement.
IEEE Trans. Instrum. Meas., 2000


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