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From Explicit References to Scene Manifolds: Distributional Fidelity and Realism for Radiance Field Quality Assessment

Mahmoudpour, Saeed et al.
arXiv (All) · Papers
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Radiance field representations such as 3D Gaussian Splatting (3DGS) enable high-quality novel view synthesis but can introduce complex, view-dependent artifacts from reconstruction, rendering, and compression. Reliable perceptual quality assessment (QA) is thus essential for evaluating rendered view
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