Angelo Genovese

Orcid: 0000-0002-3683-4723

Affiliations:
  • University of Milan, University of Milan, University of Milan (PhD 2014)


According to our database1, Angelo Genovese authored at least 66 papers between 2011 and 2024.

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Bibliography

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

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

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

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

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

Anomaly-Based Intrusion Detection System for DDoS Attack with Deep Learning Techniques.
Proceedings of the 20th International Conference on Security and Cryptography, 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

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
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

Histokt: Cross Knowledge Transfer in Computational Pathology.
Proceedings of the IEEE International Conference on Acoustics, 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

ALLNet: Acute Lymphoblastic Leukemia Detection Using Lightweight Convolutional Networks.
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
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

IMS Technical Committee TC-22: Intelligent Measurement Systems.
IEEE Instrum. Meas. Mag., 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

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

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

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

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

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

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

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

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


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