Deep Learning Based Just Noticeable Difference and Perceptual Quality Prediction Models for Compressed Video

IEEE Transactions on Circuits and Systems for Video Technology(2022)

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摘要
Human visual system has a limitation of sensitivity in detecting small distortion in an image/video and the minimum perceptual threshold is so called Just Noticeable Difference (JND). JND modelling is challenging since it highly depends on visual contents and perceptual factors are not fully understood. In this paper, we propose deep learning based JND and perceptual quality prediction models, whi...
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关键词
Predictive models,Visualization,Deep learning,Distortion,Image coding,Quality assessment,Video recording
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