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Point Cloud Quality Assessment Using the Perceptual Clustering Weighted Graph (PCW-Graph) and Attention Fusion Network

Abdelouahed Laazoufi
Mohammed El Hassouni
H. Cherifi
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Main:32 Pages
6 Figures
Bibliography:6 Pages
11 Tables
Appendix:1 Pages
Abstract

No-Reference Point Cloud Quality Assessment (NR-PCQA) is critical for evaluating 3D content in real-world applications where reference models are unavailable.

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@article{laazoufi2025_2506.04081,
  title={ Point Cloud Quality Assessment Using the Perceptual Clustering Weighted Graph (PCW-Graph) and Attention Fusion Network },
  author={ Abdelouahed Laazoufi and Mohammed El Hassouni and Hocine Cherifi },
  journal={arXiv preprint arXiv:2506.04081},
  year={ 2025 }
}
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