Quality assessment, which evaluates the visual quality level of multimedia experiences, has
garnered significant attention from researchers and has evolved substantially through …

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 …

Recent point cloud understanding research suffers from performance drops on unseen data,
due to the distribution shifts across different domains. While recent studies use Domain …

The visual quality of point clouds has been greatly emphasized since the ever-increasing 3D
vision applications are expected to provide cost-effective and high-quality experiences for …

With the rapid development of 3D vision, point cloud has become an increasingly popular
3D visual media content. Due to the irregular structure, point cloud has posed novel …

Objective quality assessment of 3D point clouds is essential for the development of
immersive multimedia systems in real-world applications. Despite the success of perceptual …

The compression, transmission and rendering of point clouds is essential for many use
cases, notably immersive experience settings in eXtended Reality, telepresence and real …

With the increasing demand of compressing and streaming 3D point clouds under
constrained bandwidth, it has become ever more important to accurately and efficiently …

With the increasing communication and storage of point cloud data, there is an urgent need
for an effective objective method to measure the quality before and after processing. To …

Blind Image Quality Assessment (BIQA) is susceptible to poor transferability when the
distribution shift occurs, eg, from synthesis degradation to authentic degradation. To mitigate …