NeRF-QA: Neural Radiance Fields Quality Assessment Database
Pedro Martin, António Rodrigues, João Ascenso, Maria Paula Queluz
Abstract
This short paper proposes a new database - NeRF-QA - containing 48 videos synthesized with seven NeRF based methods, together with their perceived quality scores, resulting from subjective assessment tests; for the videos selection, both real and synthetic, 360 degrees scenes were considered. This database will allow to evaluate the suitability, to NeRF based synthesized views, of existing objective quality metrics, and also the development of new quality metrics.
Topics & Concepts
Computer scienceRadianceQuality assessmentQuality (philosophy)DatabaseSelection (genetic algorithm)Artificial intelligenceData miningEvaluation methodsReliability engineeringEngineeringRemote sensingEpistemologyPhilosophyGeologyImage and Video Quality AssessmentAdvanced Image Processing TechniquesAdvanced Vision and Imaging