Why No Reference Metrics for Image and Video Quality Lack Accuracy and Reproducibility

Pinson, Margaret H.

doi:10.1109/tbc.2022.3191059

Why No Reference Metrics for Image and Video Quality Lack Accuracy and Reproducibility

This article provides a comprehensive overview of no reference (NR) metrics for image quality analysis (IQA) and video quality analysis (VQA). We examine 26 independent evaluations of NR metrics (previously published) and analyze 32 NR metrics on six IQA datasets and six VQA datasets (new results…