activity
20172025
most citedInfinite Feature Selection: A Graph-based Feature Filtering Approach

244 citations · 259 across the 7 of their papers we have counts for

collaborators
Showing cs.GRShow all

7 papers · 1 filter

cs.GR20247 cited

Deformation Recovery: Localized Learning for Detail-Preserving Deformations

Ramana Sundararaman, Nicolas Donati, Simone Melzi +2

We introduce a novel data-driven approach aimed at designing high-quality shape deformations based on a coarse localized input signal. Unlike previous data-driven methods that requ…

cs.GR20239 cited

Extracting a functional representation from a dictionary for non-rigid shape matching

Michele Colombo, Giacomo Boracchi, Simone Melzi

Shape matching is a fundamental problem in computer graphics with many applications. Functional maps translate the point-wise shape-matching problem into its functional counterpart…

cs.GR2021

A functional skeleton transfer

Pietro Musoni, Riccardo Marin, Simone Melzi +1

The animation community has spent significant effort trying to ease rigging procedures. This is necessitated because the increasing availability of 3D data makes manual rigging inf…

cs.GR2020

Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis

M. Kirgo, S. Melzi, G. Patanè +2

In this paper, we propose a new construction for the Mexican hat wavelets on shapes with applications to partial shape matching. Our approach takes its main inspiration from the we…

cs.GR20206 cited

MapTree: Recovering Multiple Solutions in the Space of Maps

Jing Ren, Simone Melzi, Maks Ovsjanikov +1

In this paper we propose an approach for computing multiple high-quality near-isometric dense correspondences between a pair of 3D shapes. Our method is fully automatic and does no…

cs.GR2019

ZoomOut: Spectral Upsampling for Efficient Shape Correspondence

Simone Melzi, Jing Ren, Emanuele Rodolà +3

We present a simple and efficient method for refining maps or correspondences by iterative upsampling in the spectral domain that can be implemented in a few lines of code. Our mai…