Point cloud quality assessment: Dataset construction and learning-based no-reference metric

Y Liu, Q Yang, Y Xu, L Yang - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Full-reference (FR) point cloud quality assessment (PCQA) has achieved impressive
progress in recent years. However, in many cases, obtaining the reference point clouds is …

Graph Wavelet-Based Point Cloud Geometric Denoising with Surface-Consistent Non-Negative Kernel Regression

R Watanabe, K Nonaka, E Pavez… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Point cloud applications suffer from geometric noise caused by measurement errors induced
by the point cloud acquisition system. We propose a novel graph construction method …

Point cloud denoising using normal vector-based graph wavelet shrinkage

R Watanabe, K Nonaka, H Kato… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Many applications that use point clouds, such as 3D immersive telepresence, suffer from
geometric quality degradation. This noise may be caused by measurement errors of the …

Frequency-Selective Geometry Upsampling of Point Clouds

V Heimann, A Spruck, A Kaup - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The demand for high-resolution point clouds has increased throughout the last years.
However, capturing high-resolution point clouds is expensive and thus, frequently replaced …

Joint Geometry and Attribute Upsampling of Point Clouds Using Frequency-Selective Models with Overlapped Support

V Heimann, A Spruck, A Kaup - arXiv preprint arXiv:2301.11630, 2023 - arxiv.org
With the increasing demand of capturing our environment in three-dimensions for AR/VR
applications and autonomous driving among others, the importance of high-resolution point …

A genetically based combination of visual saliency and roughness for fr 3d mesh quality assessment: A statistical study

A Nouri, C Charrier, O Lézoray - The Computer Journal, 2022 - academic.oup.com
In this paper, we present a full-reference quality assessment metric based on the information
of visual saliency. The saliency information is provided under the form of degrees associated …

Spiral patch exemplar-based inpainting of 3D colored meshes

O Lézoray, S Bougleux - 4th International Conference on Pattern …, 2024 - hal.science
3D colored meshes are becoming popular in many computer graphics applications.
However, they may contain many color defects due to the scanning process. We present an …

Visual hull tree: A new progressive method to represent voxel data

TY Jang, SD Kim, SS Hwang - IEEE Access, 2020 - ieeexplore.ieee.org
A visual hull is an approximation of a three-dimensional (3-D) object generated by the shape-
from-silhouettes (SfS) technique. Because a visual hull is calculated from silhouettes, a …

Saillance visuelle globale: fusion des saillances géométrique et colorimétrique et applications pour les maillages 3D colorés

A Nouri, C Charrier, O Lezoray - GRETSI 2019, 2019 - hal.science
Plusieurs applications de l'informatique graphique telles que la compression adaptative, la
sélection automatique de points de vues optimaux, la segmentation, etc. utilisent la saillance …

Graph signal active contours

O Lézoray - 2020 25th International Conference on Pattern …, 2021 - ieeexplore.ieee.org
With the advent of data living on vertices of graphs, there is much interest in processing the
so-called graph signals for partitioning tasks. As active contours have had much impact in …