Browsing Eurographics Local Chapter Events by Author "Signoroni, Alberto"
3DReg-i-Net: Improving Deep Learning Based 3D Registration for a Robust Real-time Alignment of Small-scale Scans Lombardi, Marco; Riccardi, Andrea; Savardi, Mattia; Signoroni, Alberto (The Eurographics Association, 2019)We present 3DReg-i-Net, an improved deep learning solution for pairwise registration of 3D scans, which evolves the recently proposed 3DRegNet technique by Pais et al. This is one of the very first learning based algorithm ...
Deep-learning Alignment for Handheld 3D Acquisitions: A new Densematch Dataset for an Extended Comparison Lombardi, Marco; Savardi, Mattia; Signoroni, Alberto (The Eurographics Association, 2020)Promising solutions for the alignment of 3D views based on representation learning approaches have been proposed very recently. The potentials of these solutions that could positively affect the 3D object registration has ...
Signoroni, Alberto; Livesu, Marco; Agus, Marco (The Eurographics Association, 2018)