Umberto Castellani

Sparse points matching by combining 3D mesh saliency with statistical descriptors

Umberto Castellani, Marco Cristani, Simone Fantoni et al. · Computer Graphics Forum · 2008 · 251 citations

Engineering, Point Cloud Processing, Point Cloud +20

Learning class‐specific descriptors for deformable shapes using localized spectral convolutional networks

Davide Boscaini, Jonathan Masci, Simone Melzi et al. · Computer Graphics Forum · 2015 · 220 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +21

Infinite Feature Selection: A Graph-based Feature Filtering Approach

Giorgio Roffo, Simone Melzi, Umberto Castellani et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 208 citations

Ranking Algorithm, Engineering, Machine Learning +19

Coarse-to-fine low-rank structure-from-motion

Adrien Bartoli, Vincent Gay‐Bellile, Umberto Castellani et al. · 2008 · 118 citations

Deformable Shape, Engineering, Geometry +18

Supervised learning of bag‐of‐features shape descriptors using sparse coding

Roee Litman, Alex Bronstein, Michael M. Bronstein et al. · Computer Graphics Forum · 2014 · 100 citations

Sparse Coding, Vector Quantization, Engineering +16