Francesca Trenta

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 17

Top Topics

Microscope Images

Advanced Driver Assistance Systems

Outcome Prediction

Top Venues

ICPR Workshops (8)

Publications

Francesca Trenta, Sebastiano Battiato, Daniele Ravì
An Explainable Medical Imaging Framework for Modality Classifications Trained Using Small Datasets. ICIAP (1) (2022)
Carmelo Pino, Simone Palazzo, Francesca Trenta, F. Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato
Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans. ISBI (2021)
Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato
Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving. IMPROVE (2021)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato
Advanced Deep Network with Attention and Genetic-Driven Reinforcement Learning Layer for an Efficient Cancer Treatment Outcome Prediction. ICIP (2021)
Francesco Rundo, Francesca Trenta, Roberto Leotta, Sebastiano Battiato
Deep Visio-PhotoPlethysmoGraphy Reconstruction Pipeline for Non-invasive Cuff-less Blood Pressure Estimation. IMPROVE (2021)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato
Advanced Densely Connected System with Embedded Spatio-Temporal Features Augmentation for Immunotherapy Assessment. IJCNN (2021)
Francesca Trenta, Alessandro Ortis, Sebastiano Battiato
Fine-Grained Image Classification for Pollen Grain Microscope Images. CAIP (1) (2021)
Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case. Frontiers Neuroinformatics 15 (2021)
Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco
POLLEN13K: A Large Scale Microscope Pollen Grain Image Dataset. ICIP (2020)
Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco
Detection and Classification of Pollen Grain Microscope Images. CVPR Workshops (2020)
Francesco Rundo, Giuseppe Luigi Banna, Luca Prezzavento, Francesca Trenta, Sabrina Conoci, Sebastiano Battiato
3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma. J. Imaging 6 (12) (2020)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study. ICPR Workshops (1) (2020)
Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco
Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset. CoRR (2020)
Sebastiano Battiato, Francesco Guarnera, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Consolata Siniscalco, Tommaso De Gregorio, Eloy Suárez
Pollen Grain Classification Challenge 2020 - Challenge Report. ICPR Workshops (8) (2020)
Francesco Rundo, Francesca Trenta, Roberto Leotta, Concetto Spampinato, Vincenzo Piuri, Sabrina Conoci, Ruggero Donida Labati, Fabio Scotti, Sebastiano Battiato
Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification. ICPR Workshops (8) (2020)
Francesca Trenta, Sabrina Conoci, Francesco Rundo, Sebastiano Battiato
Advanced Motion-Tracking System with Multi-Layers Deep Learning Framework for Innovative Car-Driver Drowsiness Monitoring. FG (2019)
Francesco Rundo, Francesca Trenta, Agatino Luigi Di Stallo, Sebastiano Battiato
Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System. Comput. 7 (1) (2019)