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In this paper, we propose an efficient no-reference image quality assessment (NR-IQA) method dubbed Center-Surround based Blind Image Quality Assessment (CS-BIQA). Our proposed method employs the Difference of Gaussian (DoG) model to decompose images into several frequency bands, considering the center-surround effect and multi-channel attribute of human visual system (HVS). The integrated natural...
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