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Nisar Ahmed

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Open access Aug 2026

Perceptual Quality Assessment of Digital Images in the Absence of Reference Information

This study has trained a deep Convolutional Neural Network (CNN) using labelled images and focuses on images that are naturally distorted during acquisition, processing, or transmission rather than on synthetically distorted images with discrete distortion levels.

Nisar Ahmed, M. Younus, Kalsoom Safdar · 0 citations

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