Francesca Trenta

According to our database, Francesca Trenta authored at least 16 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

An Explainable Medical Imaging Framework for Modality Classifications Trained Using Small Datasets.

Francesca Trenta, Sebastiano Battiato, Daniele Ravì

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

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

Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato

Frontiers Neuroinformatics, 2021

Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans.

Carmelo Pino, Simone Palazzo, Francesca Trenta, Francesca Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Deep Visio-PhotoPlethysmoGraphy Reconstruction Pipeline for Non-invasive Cuff-less Blood Pressure Estimation.

Francesco Rundo, Francesca Trenta, Roberto Leotta, Sebastiano Battiato

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.

Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato

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.

Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato

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.

Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Fine-Grained Image Classification for Pollen Grain Microscope Images.

Francesca Trenta, Alessandro Ortis, Sebastiano Battiato

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

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

Francesco Rundo, Giuseppe Luigi Banna, Luca Prezzavento, Francesca Trenta, Sabrina Conoci, Sebastiano Battiato

J. Imaging, 2020

Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification.

Francesco Rundo, Francesca Trenta, Roberto Leotta, Concetto Spampinato, Vincenzo Piuri, Sabrina Conoci, Ruggero Donida Labati, Fabio Scotti, Sebastiano Battiato

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.

Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc M. Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Pollen Grain Classification Challenge 2020 - Challenge Report.

Sebastiano Battiato, Francesco Guarnera, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Consolata Siniscalco, Tommaso De Gregorio, Eloy Suárez

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

POLLEN13K: A Large Scale Microscope Pollen Grain Image Dataset.

Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco

Proceedings of the IEEE International Conference on Image Processing, 2020

Detection and Classification of Pollen Grain Microscope Images.

Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

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

Francesco Rundo, Francesca Trenta, Agatino Luigi Di Stallo, Sebastiano Battiato

Comput., 2019

Advanced Motion-Tracking System with Multi-Layers Deep Learning Framework for Innovative Car-Driver Drowsiness Monitoring.

Francesca Trenta, Sabrina Conoci, Francesco Rundo, Sebastiano Battiato

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019