New challenges in point cloud visual quality assessment: a systematic review

A Tious, T Vigier, V Ricordel - Frontiers in Signal Processing, 2024 - frontiersin.org
The compression, transmission and rendering of point clouds is essential for many use
cases, notably immersive experience settings in eXtended Reality, telepresence and real …

[HTML][HTML] Subjective performance evaluation of bitrate allocation strategies for MPEG and JPEG Pleno point cloud compression

D Lazzarotto, M Testolina… - EURASIP Journal on …, 2024 - ncbi.nlm.nih.gov
The recent rise in interest in point clouds as an imaging modality has motivated
standardization groups such as JPEG and MPEG to launch activities aiming at developing …

[HTML][HTML] Quality evaluation of point cloud compression techniques

J Prazeres, M Pereira, AMG Pinheiro - Signal Processing: Image …, 2024 - Elsevier
A study on the quality evaluation of point clouds in the presence of coding distortions is
presented. For that, four different point cloud coding solutions, notably the standardized …

Jpeg pleno call for proposals responses quality assessment

J Prazeres, Z Luo, AMG Pinheiro… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
In this paper, the quality evaluation of the responses to the Call for Proposals (CfP) of JPEG
Pleno Point Cloud Coding is presented. Three responses to the CfP were evaluated …

JPEG Pleno Learning-Based Point Cloud Coding: A Performance Analysis

J Prazeres, R Rodrigues, M Pereira… - … Conference on Image …, 2023 - ieeexplore.ieee.org
In this paper, a stability analysis of the JPEG Pleno Learning-based Point Cloud Coding
Verification Model (VmUC) is performed. The codec is a deep learning-based solution that is …

Subjective quality evaluation of point clouds using a head mounted display

J Prazeres, R Rodrigues, M Pereira… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper reports on a subjective quality evaluation of static point clouds encoded with the
MPEG codecs V-PCC and G-PCC, the deep learning-based codec RS-DLPCC, and the …

Performance analysis of Deep Learning-based Lossy Point Cloud Geometry Compression Coding Solutions

J Prazeres, R Rodrigues, M Pereira… - arXiv preprint arXiv …, 2024 - arxiv.org
The quality evaluation of three deep learning-based coding solutions for point cloud
geometry, notably ADLPCC, PCC GEO CNNv2, and PCGCv2, is presented. The MPEG G …

Assessing objective quality metrics for JPEG and MPEG point cloud coding

D Lazzarotto, M Testolina, T Ebrahimi - arXiv preprint arXiv:2403.00410, 2024 - arxiv.org
As applications using immersive media gain increasing attention from both academia and
industry, research in the field of point cloud compression has greatly intensified in recent …

Quality Analysis of the Coding Bitrate Tradeoff Between Geometry and Attributes for Colored Point Clouds

J Prazeres, R Rodrigues, M Pereira… - arXiv preprint arXiv …, 2024 - arxiv.org
Typically, point cloud encoders allocate a similar bitrate for geometry and attributes (usually
RGB color components) information coding. This paper reports a quality study considering …

Learning Evaluation, Learning Technologies, and Learning Organizations: What Does Open Access Research Tell Us?

TML Cardoso - International Conference on Design and Digital …, 2024 - Springer
The exploratory study, presented in this text, aims at mapping open access research on
learning evaluation, learning technologies, and learning organizations. Thus, the research …