Francesco Rundo

Orcid: 0000-0003-1766-3065

According to our database1, Francesco Rundo authored at least 86 papers between 2006 and 2024.

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Bibliography

2024
AIM 2024 Challenge on Video Saliency Prediction: Methods and Results.
CoRR, 2024

SalFoM: Dynamic Saliency Prediction with Video Foundation Models.
CoRR, 2024

Image CAPTCHAs: When Deep Learning Breaks the Mold.
IEEE Access, 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

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

<i>MeT</i>: A graph transformer for semantic segmentation of 3D meshes.
Comput. Vis. Image Underst., October, 2023

Transformer-based image generation from scene graphs.
Comput. Vis. Image Underst., August, 2023

Functional Living Skills in Patients with Major Neurocognitive Disorder Due to Degenerative or Non-Degenerative Conditions: Effectiveness of a Non-Immersive Virtual Reality Training.
Sensors, February, 2023

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

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

Visual Saliency Detection in Advanced Driver Assistance Systems.
CoRR, 2023

Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks.
CoRR, 2023

Non-Linear Self Augmentation Deep Pipeline for Cancer Treatment outcome Prediction.
CoRR, 2023

MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes.
CoRR, 2023

BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability.
CoRR, 2023

Deep Learning Systems for Advanced Driving Assistance.
CoRR, 2023

Perceptive Deep Learning in Advanced Driver Assistance Systems.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

A Baseline on Continual Learning Methods for Video Action Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023

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

Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection.
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
Advanced eNose-Driven Pedestrian Tracking Pipeline for Intelligent Car Driver Assisting System: Preliminary Results.
Sensors, 2022

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

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

GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 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

Deep Learning Car Driver Motion Magnified Saccadic Eye Movements for Advanced Driving Assistance System.
Proceedings of the International Joint Conference on Neural Networks, 2022

A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

SARS-CoV-2 Induced Pneumonia Early Detection System Based on Chest X-Ray Images Analysis by Jacobian-Regularized Deep Network.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021
Functional Living Skills: A Non-Immersive Virtual Reality Training for Individuals with Major Neurocognitive Disorders.
Sensors, 2021

Exploiting structured high-level knowledge for domain-specific visual classification.
Pattern Recognit., 2021

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

Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction.
Int. J. Comput. Vis., 2021

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

An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans.
CoRR, 2021

Intelligent Real-Time Deep System for Robust Objects Tracking in Low-Light Driving Scenario.
Comput., 2021

An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans.
Artif. Intell. Medicine, 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

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

Miniaturized Wearable Optical Silicon Sensor for PPG Measurements.
Proceedings of the Sensors and Microsystems - Proceedings of AISEM 2021, 2021

2020
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

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

Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers.
CoRR, 2020

Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 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

Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

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

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

An Innovative Deep Learning Algorithm for Drowsiness Detection from EEG Signal.
Comput., 2019

Bio-Inspired Deep-CNN Pipeline for Skin Cancer Early Diagnosis.
Comput., 2019

Feasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive Disorder.
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019

A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
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

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

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


A Nonlinear Pattern Recognition Pipeline for PPG/ECG Medical Assessments.
Proceedings of the Sensors, 2018

Nickel Based Biosensor for Biomolecules Recognition.
Proceedings of the Sensors, 2018

Live Demonstration of Portable Systems based on Silicon Sensors for the monitoring of Physiological Parameters of Driver Drowsiness and Pulse Wave Velocity.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

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

Progresses towards a processing pipeline in photoplethysmogram (PPG) based on SiPMs.
Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017

Miniaturized electrochemical cells for sensing applications: Silicon device containing three planar microelectrodes for electrochemical sensing.
Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017

Electrochemical biosensor for PCR free nucleic acids detection: A novel biosensor containing three planar microelectrodes for melocular diagnostic applications.
Proceedings of the 2017 European Conference on Circuit Theory and Design, 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

2016
Big Data Analytics for Earth Sciences: the EarthServer approach.
Int. J. Digit. Earth, 2016

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

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

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

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

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

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

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


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