A review of algorithms for filtering the 3D point cloud

XF Han, JS Jin, MJ Wang, W Jiang, L Gao… - Signal Processing: Image …, 2017 - Elsevier
In recent years, 3D point cloud has gained increasing attention as a new representation for
objects. However, the raw point cloud is often noisy and contains outliers. Therefore, it is …

Review of optical measurement techniques for measuring three-dimensional topography of inner-wall-shaped parts

F Jiao, L Liu, W Cheng, C Li, X Zhang - Measurement, 2022 - Elsevier
Inner-wall-shaped parts refer to special parts with semi-closed structures, such as bearings
and pipes, that are widely used in various fields. Three-dimensional (3D) topography reflects …

On the -Laplacian and -Laplacian on Graphs with Applications in Image and Data Processing

A Elmoataz, M Toutain, D Tenbrinck - SIAM Journal on Imaging Sciences, 2015 - SIAM
In this paper we introduce a new family of partial difference operators on graphs and study
equations involving these operators. This family covers local variational p-Laplacian, ∞ …

Mean curvature, threshold dynamics, and phase field theory on finite graphs

Y Van Gennip, N Guillen, B Osting… - Milan Journal of …, 2014 - Springer
In the continuum, close connections exist between mean curvature flow, the Allen-Cahn
(AC) partial differential equation, and the Merriman-Bence-Osher (MBO) threshold dynamics …

Partial difference operators on weighted graphs for image processing on surfaces and point clouds

F Lozes, A Elmoataz, O Lézoray - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
Partial difference equations (PDEs) and variational methods for image processing on
Euclidean domains spaces are very well established because they permit to solve a large …

Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth

J Calder, M Ettehad - Journal of Machine Learning Research, 2022 - jmlr.org
Shortest path graph distances are widely used in data science and machine learning, since
they can approximate the underlying geodesic distance on the data manifold. However, the …

The generalized porous medium equation on graphs: existence and uniqueness of solutions with data

D Bianchi, AG Setti, RK Wojciechowski - Calculus of Variations and Partial …, 2022 - Springer
We study solutions of the generalized porous medium equation on infinite graphs. For
nonnegative or nonpositive integrable data, we prove the existence and uniqueness of mild …

Eikonal equation adaptation on weighted graphs: fast geometric diffusion process for local and non-local image and data processing

X Desquesnes, A Elmoataz, O Lézoray - Journal of Mathematical Imaging …, 2013 - Springer
In this paper we propose an adaptation of the Eikonal equation on weighted graphs, using
the framework of Partial difference Equations, and with the motivation of extending this …

Sobolev spaces on locally finite graphs

M Shao, Y Yang, L Zhao - Proceedings of the American Mathematical …, 2025 - ams.org
In this paper, we focus on the theory of Sobolev spaces on locally finite graphs, including
completeness, reflexivity, separability and Sobolev inequalities. We introduce a linear space …

A graph-based mathematical morphology reader

L Najman, J Cousty - Pattern Recognition Letters, 2014 - Elsevier
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