PC-MSDM: A quality metric for 3D point clouds

G Meynet, J Digne, G Lavoué - 2019 Eleventh International …, 2019 - ieeexplore.ieee.org
In this paper, we present PC-MSDM, an objective metric for visual quality assessment of 3D
point clouds. This full-reference metric is based on local curvature statistics and can be …

PCQM: A full-reference quality metric for colored 3D point clouds

G Meynet, Y Nehmé, J Digne… - … Conference on Quality of …, 2020 - ieeexplore.ieee.org
3D point clouds constitute an emerging multimedia content, now used in a wide range of
applications. The main drawback of this representation is the size of the data since typical …

On the performance of metrics to predict quality in point cloud representations

E Alexiou, T Ebrahimi - Applications of Digital Image …, 2017 - spiedigitallibrary.org
Point clouds are a promising alternative for immersive representation of visual contents.
Recently, an increased interest has been observed in the acquisition, processing and …

Perceptual quality assessment of 3D point clouds

H Su, Z Duanmu, W Liu, Q Liu… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
The real-world applications of 3D point clouds have been growing rapidly in recent years,
but effective approaches and datasets to assess the quality of 3D point clouds are largely …

Local luminance patterns for point cloud quality assessment

R Diniz, PG Freitas, MCQ Farias - 2020 IEEE 22nd International …, 2020 - ieeexplore.ieee.org
In recent years, there has been an increase in the popularity of Point Clouds (PC) as the
preferred data structure for representing 3D visual contents. Examples of PC applications …

Point cloud subjective evaluation methodology based on 2D rendering

E Alexiou, T Ebrahimi, MV Bernardo… - … on quality of …, 2018 - ieeexplore.ieee.org
Point clouds are one of the most promising technologies for 3D content representation. In
this paper, we describe a study on quality assessment of point clouds, degraded by octree …

On subjective and objective quality evaluation of point cloud geometry

E Alexiou, T Ebrahimi - 2017 Ninth International Conference on …, 2017 - ieeexplore.ieee.org
Point clouds have emerged as a promising solution for immersive representation of 3D
contents. In this paper an interactive subjective quality assessment for point clouds is …

Perceptual quality assessment of colored 3D point clouds

Q Liu, H Su, Z Duanmu, W Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
3D point clouds have found a wide variety of applications in multimedia processing, remote
sensing, and scientific computing. Although most point cloud processing systems are …

Deep learning-based quality assessment of 3d point clouds without reference

A Chetouani, M Quach, G Valenzise… - … on Multimedia & Expo …, 2021 - ieeexplore.ieee.org
Point cloud (PC) quality assessment is of fundamental importance to enable the efficient
processing, coding and transmission of 3D data for virtual/augmented reality, autonomous …

Color and geometry texture descriptors for point-cloud quality assessment

R Diniz, PG Freitas, MCQ Farias - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
Point Clouds (PCs) have recently been adopted as the preferred data structure for
representing 3D visual contents. Examples of Point Cloud (PC) applications range from 3D …