Abstract: Highlights•In this paper, we propose a novel full-reference image quality assessment (FR-IQA) towards vehicle scene.•More specifically, we first leverage background subtraction to obtain foreground pixels, which represents the vehicle silhouette.•We design FR-IQA based on feature similarity index.
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