Point cloud quality assessment: Dataset construction and learning-based no-reference metric
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 …
progress in recent years. However, in many cases, obtaining the reference point clouds is …
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 …
New challenges in point cloud visual quality assessment: a systematic review
The compression, transmission and rendering of point clouds is essential for many use
cases, notably immersive experience settings in eXtended Reality, telepresence and real …
cases, notably immersive experience settings in eXtended Reality, telepresence and real …
V-PCC projection based blind point cloud quality assessment for compression distortion
R Tu, G Jiang, M Yu, T Luo, Z Peng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In immersive media communication with point cloud (PC), PC compression will inevitably
cause distortion, which may affect quality of users' visual experience. To monitor the visual …
cause distortion, which may affect quality of users' visual experience. To monitor the visual …
PointPCA: Point cloud objective quality assessment using PCA-based descriptors
Point clouds denote a prominent solution for the representation of 3D photo-realistic content
in immersive applications. Similarly to other imaging modalities, quality predictions for point …
in immersive applications. Similarly to other imaging modalities, quality predictions for point …
EPES: Point cloud quality modeling using elastic potential energy similarity
Accurately predicting point cloud quality plays an important role in human vision tasks. This
paper presents an effective and robust objective point cloud quality assessment model …
paper presents an effective and robust objective point cloud quality assessment model …
Subjective and objective quality assessment for volumetric video
Volumetric video (VV) is a novel form of video that allows recreation of real-world scenes in
3D with users consuming the content from any viewpoint they desire. This makes VV best …
3D with users consuming the content from any viewpoint they desire. This makes VV best …
Joint geometry and color projection-based point cloud quality metric
Point cloud coding solutions have been recently standardized to address the needs of
multiple application scenarios. The design and assessment of point cloud coding methods …
multiple application scenarios. The design and assessment of point cloud coding methods …
Once-training-all-fine: No-reference point cloud quality assessment via domain-relevance degradation description
Full-reference (FR) point cloud quality assessment (PCQA) has achieved impressive
progress in recent years. However, as reference point clouds are not available in many …
progress in recent years. However, as reference point clouds are not available in many …
No-reference 3d point cloud quality assessment using multi-view projection and deep convolutional neural network
Digital representation of 3D content in the form of 3D point clouds (PC) has gained
increasing interest and has emerged in various computer vision applications. However …
increasing interest and has emerged in various computer vision applications. However …