PointPCA: point cloud objective quality assessment using PCA-based descriptors

Abstract 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 cloud contents are vital for a wide range of applications, enabling trade-off optimizations between d...

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Bibliographic Details

Published in:	EURASIP Journal on Image and Video Processing
Main Authors:	Evangelos Alexiou, Xuemei Zhou, Irene Viola, Pablo Cesar
Format:	Article
Language:	English
Published:	SpringerOpen 2024-08-01
Subjects:	Point cloud Quality metric Objective quality assessment Principal component analysis Descriptors
Online Access:	https://doi.org/10.1186/s13640-024-00626-3