Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference

Wenhao Shen, Mingliang Zhou, Yu Chen +4

Existing full-reference image quality assessment (FR-IQA) methods often fail to capture the complex causal mechanisms that underlie human perceptual responses to image distortions,…