3 papers
eess.IV2025
Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation
Raffaella Fiamma Cabini, Horacio Tettamanti, Mattia Zanella
In this article we extend a recently introduced kinetic model for consensus-based segmentation of images. In particular, we will interpret the set of pixels of a 2D image as an int…
cs.CV2024
Classification and regression of trajectories rendered as images via 2D Convolutional Neural Networks
Mariaclaudia Nicolai, Raffaella Fiamma Cabini, Diego Ulisse Pizzagalli
Trajectories can be regarded as time-series of coordinates, typically arising from motile objects. Methods for trajectory classification are particularly important to detect differ…
eess.IV2021
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria
Francesca Lizzi, Abramo Agosti, Francesca Brero +11
The automatic assignment of a severity score to the CT scans of patients affected by COVID-19 pneumonia could reduce the workload in radiology departments. This study aims at explo…