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On the Use of Deep Learning for Blind Image Quality Assessment

17 Feb 2016 • Simone Bianco • Luigi Celona • Paolo Napoletano • Raimondo Schettini

In this work we investigate the use of deep learning for distortion-generic blind image quality assessment. We report on different design choices, ranging from the use of features extracted from pre-trained Convolutional Neural Networks (CNNs) as a generic image description, to the use of features extracted from a CNN fine-tuned for the image quality task... (read more)

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