Recent advances in shape correspondence

Y Sahillioğlu - The Visual Computer, 2020 - Springer
Important new developments have appeared since the most recent direct survey on shape
correspondence published almost a decade ago. Our survey covers the period from 2011 …

[PDF][PDF] Shrec 2019: Matching humans with different connectivity

S Melzi, R Marin, E Rodolà, U Castellani… - … Workshop on 3D …, 2019 - iris.uniroma1.it
Abstract Objects Matching is a ubiquitous problem in computer science with particular
relevance for many applications; property transfer between 3D models and statistical study …

Feature selection library (MATLAB toolbox)

G Roffo - arXiv preprint arXiv:1607.01327, 2016 - arxiv.org
Feature Selection Library (FSLib) is a widely applicable MATLAB library for Feature
Selection (FS). FS is an essential component of machine learning and data mining which …

Farm: Functional automatic registration method for 3d human bodies

R Marin, S Melzi, E Rodola… - Computer Graphics …, 2020 - Wiley Online Library
We introduce a new method for non‐rigid registration of 3D human shapes. Our proposed
pipeline builds upon a given parametric model of the human, and makes use of the …

Shape correspondence using anisotropic Chebyshev spectral CNNs

Q Li, S Liu, L Hu, X Liu - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
Establishing correspondence between shapes is a very important and active research topic
in many domains. Due to the powerful ability of deep learning on geometric data, lots of …

Mgcn: descriptor learning using multiscale gcns

Y Wang, J Ren, DM Yan, J Guo, X Zhang… - ACM Transactions on …, 2020 - dl.acm.org
We propose a novel framework for computing descriptors for characterizing points on three-
dimensional surfaces. First, we present a new non-learned feature that uses graph wavelets …

Intrinsic/extrinsic embedding for functional remeshing of 3D shapes

S Melzi, R Marin, P Musoni, F Bardon, M Tarini… - Computers & …, 2020 - Elsevier
Abstract 3D acquisition pipeline delivers 3D digital models accurately representing real-
world objects, improving the geometric accuracy and realism of virtual reconstructions …

Intrinsic and extrinsic operators for shape analysis

Y Wang, J Solomon - Handbook of numerical analysis, 2019 - Elsevier
Geometric operators are common objects in surface-based shape analysis and geometry
processing. While the intrinsic Laplace–Beltrami operator has been a ubiquitous choice …

Ranking to learn and learning to rank: On the role of ranking in pattern recognition applications

G Roffo - arXiv preprint arXiv:1706.05933, 2017 - arxiv.org
The last decade has seen a revolution in the theory and application of machine learning and
pattern recognition. Through these advancements, variable ranking has emerged as an …

Gframes: Gradient-based local reference frame for 3d shape matching

S Melzi, R Spezialetti, F Tombari… - Proceedings of the …, 2019 - openaccess.thecvf.com
We introduce GFrames, a novel local reference frame (LRF) construction for 3D meshes and
point clouds. GFrames are based on the computation of the intrinsic gradient of a scalar field …