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cs.CV2026
From Explicit References to Scene Manifolds: Distributional Fidelity and Realism for Radiance Field Quality Assessment
Saeed Mahmoudpour, Gi-Mun Um, Hyon-Gon Choo +1
Radiance field representations such as 3D Gaussian Splatting (3DGS) enable high-quality novel view synthesis but can introduce complex, view-dependent artifacts from reconstruction…
cs.CV2026
Towards Standardized Light Field Quality Assessment: Hybrid Subjective Benchmarking and Objective Metric Evaluation
Saeed Mahmoudpour, Mylene C. Q. Farias, Gi-Mun Um +6
Benchmarking immersive media coding solutions, especially in the standardization context, requires reliable and reproducible subjective quality assessment (QA) procedures, along wi…
cs.CV2025
No-reference Quality Assessment of Contrast-distorted Images using Contrast-enhanced Pseudo Reference
Mohammad-Ali Mahmoudpour, Saeed Mahmoudpour
Contrast change is an important factor that affects the quality of images. During image capturing, unfavorable lighting conditions can cause contrast change and visual quality loss…