8 citations · 13 across the 14 of their papers we have counts for
7 papers · 1 filter
Human-Inspired Social Engagement Analysis via Interpretable Mutual Visual Attention
Urwa Fatima, Mohammad Zohaib, Francesca Odone +1
Understanding social interactions from non-verbal visual data is important for behavior analysis and activity monitoring. We propose an interpretable computational model of social…
3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM-FLAIR Modeling
Veronica Pignedoli, Giacomo Boffa, Nicoletta Noceti +3
Paramagnetic rim lesions (Rim) identified on susceptibility-sensitive MRI have recently emerged as a specific biomarker of chronic active inflammation in Multiple Sclerosis (MS…
Disentangled representations of microscopy images
Jacopo Dapueto, Vito Paolo Pastore, Nicoletta Noceti +1
Microscopy image analysis is fundamental for different applications, from diagnosis to synthetic engineering and environmental monitoring. Modern acquisition systems have granted t…
Transferring disentangled representations: bridging the gap between synthetic and real images
Jacopo Dapueto, Nicoletta Noceti, Francesca Odone
Developing meaningful and efficient representations that separate the fundamental structure of the data generation mechanism is crucial in representation learning. However, Disenta…
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty
Giorgio Cantarini, Federico Figari Tomenotti, Nicoletta Noceti +1
In this paper we introduce a novel method to estimate the head pose of people in single images starting from a small set of head keypoints. To this purpose, we propose a regression…
The role of ego vision in view-invariant action recognition
Gaurvi Goyal, Nicoletta Noceti, Francesca Odone +1
Analysis and interpretation of egocentric video data is becoming more and more important with the increasing availability and use of wearable cameras. Exploring and fully understan…