Research Interests
3D Computer Vision
Papers (12)
2023
Novel Class Discovery for 3D Point Cloud Semantic Segmentation
Luigi Riz, Cristiano Saltori, Elisa Ricci, Fabio Poiesi
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation
Cristiano Saltori, Aljoša Ošep, Elisa Ricci, Laura Leal-Taixé
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation
Overlap-guided Gaussian Mixture Model for Point Cloud Registration
2022
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding
Low-budget label query through domain alignment enforcement
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi
2020
SF-UDA<sup>3D</sup>: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection
Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J G van Sloun, Elisa Ricci, Libertario Demi
Low-Budget Unsupervised Label Query through Domain Alignment Enforcement
2019
