PQA-Net: Deep no reference point cloud quality assessment via multi-view projection
Recently, 3D point cloud is becoming popular due to its capability to represent the real world
for advanced content modality in modern communication systems. In view of its wide …
for advanced content modality in modern communication systems. In view of its wide …
Perceptual quality assessment of colored 3D point clouds
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 …
sensing, and scientific computing. Although most point cloud processing systems are …
From capture to display: A survey on volumetric video
Volumetric video, which offers immersive viewing experiences, is gaining increasing
prominence. With its six degrees of freedom, it provides viewers with greater immersion and …
prominence. With its six degrees of freedom, it provides viewers with greater immersion and …
[PDF][PDF] Visual saliency and quality evaluation for 3D point clouds and meshes: An overview
ABSTRACT Three-dimensional (3D) point clouds (PCs) and meshes have increasingly
become available and indispensable for diversified applications in work and life. In addition …
become available and indispensable for diversified applications in work and life. In addition …
3D point cloud descriptors: state-of-the-art
XF Han, ZA Feng, SJ Sun, GQ Xiao - Artificial Intelligence Review, 2023 - Springer
The development of inexpensive 3D data acquisition devices has promisingly facilitated the
wide availability and popularity of point clouds, which attracts increasing attention to the …
wide availability and popularity of point clouds, which attracts increasing attention to the …
Bitstream-based perceptual quality assessment of compressed 3d point clouds
With the increasing demand of compressing and streaming 3D point clouds under
constrained bandwidth, it has become ever more important to accurately and efficiently …
constrained bandwidth, it has become ever more important to accurately and efficiently …
Color and geometry texture descriptors for point-cloud quality assessment
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 …
representing 3D visual contents. Examples of Point Cloud (PC) applications range from 3D …
Point cloud quality assessment based on geometry-aware texture descriptors
In recent years, 3D imaging technologies have advanced tremendously, allowing more
faithful representations of the physical world. More specifically, imaging technology …
faithful representations of the physical world. More specifically, imaging technology …
A point-to-distribution joint geometry and color metric for point cloud quality assessment
Point clouds (PCs) are a powerful 3D visual representation paradigm for many emerging
application domains, especially virtual and augmented reality, and autonomous vehicles …
application domains, especially virtual and augmented reality, and autonomous vehicles …
MPED: Quantifying point cloud distortion based on multiscale potential energy discrepancy
In this article, we propose a new distortion quantification method for point clouds, the
multiscale potential energy discrepancy (MPED). Currently, there is a lack of effective …
multiscale potential energy discrepancy (MPED). Currently, there is a lack of effective …