Reduced reference perceptual quality model with application to rate control for video-based point cloud compression

Q Liu, H Yuan, R Hamzaoui, H Su… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In rate-distortion optimization, the encoder settings are determined by maximizing a
reconstruction quality measure subject to a constraint on the bitrate. One of the main …

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 …

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 …

Quality assessment in the era of large models: A survey

Z Zhang, Y Zhou, C Li, B Zhao, X Liu, G Zhai - arXiv preprint arXiv …, 2024 - arxiv.org
Quality assessment, which evaluates the visual quality level of multimedia experiences, has
garnered significant attention from researchers and has evolved substantially through …

Inferring point cloud quality via graph similarity

Q Yang, Z Ma, Y Xu, Z Li, J Sun - IEEE transactions on pattern …, 2020 - ieeexplore.ieee.org
Objective quality estimation of media content plays a vital role in a wide range of
applications. Though numerous metrics exist for 2D images and videos, similar metrics are …

Quality evaluation of static point clouds encoded using mpeg codecs

S Perry, HP Cong, LA da Silva Cruz… - … on Image Processing …, 2020 - ieeexplore.ieee.org
This paper presents a quality evaluation study of point cloud codecs that have been recently
standardised by the MPEG committee. In particular, a subjective experiment to assess their …

A comprehensive study of the rate-distortion performance in MPEG point cloud compression

E Alexiou, I Viola, TM Borges, TA Fonseca… - … Transactions on Signal …, 2019 - cambridge.org
Recent trends in multimedia technologies indicate the need for richer imaging modalities to
increase user engagement with the content. Among other alternatives, point clouds denote a …

Textured mesh vs coloured point cloud: A subjective study for volumetric video compression

E Zerman, C Ozcinar, P Gao… - … Conference on Quality of …, 2020 - ieeexplore.ieee.org
Volumetric video (VV) pipelines reached a high level of maturity, creating interest to use
such content in interactive visualisation scenarios. VV allows real world content to be …

Confusing image quality assessment: Toward better augmented reality experience

H Duan, X Min, Y Zhu, G Zhai, X Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the development of multimedia technology, Augmented Reality (AR) has become a
promising next-generation mobile platform. The primary value of AR is to promote the fusion …

A generalized Hausdorff distance based quality metric for point cloud geometry

A Javaheri, C Brites, F Pereira… - … Conference on Quality …, 2020 - ieeexplore.ieee.org
Reliable quality assessment of decoded point cloud geometry is essential to evaluate the
compression performance of emerging point cloud coding solutions and guarantee some …