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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 …
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 …
Applying collaborative adversarial learning to blind point cloud quality measurement
As an emerging 3-D presentation format, point cloud plays a vital role in the field of
immersive visual media, especially for applications related to human vision. The …
immersive visual media, especially for applications related to human vision. The …
A reduced reference metric for visual quality evaluation of point cloud contents
Point cloud representation has seen a surge of popularity in recent years, thanks to its
capability to reproduce volumetric scenes in immersive scenarios. New compression …
capability to reproduce volumetric scenes in immersive scenarios. New compression …
3D point cloud descriptors: state-of-the-art
XF Han, ZA Feng, SJ Sun, GQ **ao - 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 …
MS-GraphSIM: Inferring point cloud quality via multiscale graph similarity
To address the point cloud quality assessment (PCQA) problem, GraphSIM was proposed
via jointly considering geometrical and color features, which shows compelling performance …
via jointly considering geometrical and color features, which shows compelling performance …
Subjective quality database and objective study of compressed point clouds with 6DoF head-mounted display
In this paper, we focus on subjective and objective Point Cloud Quality Assessment (PCQA)
in an immersive environment and study the effect of geometry and texture attributes in …
in an immersive environment and study the effect of geometry and texture attributes in …