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Mahesh Boddu

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Review Open access 2025

A Comprehensive Framework for Perceptual Quality Assessment in AI-Based Image Compression

Perceptual quality assessment has become the central bottleneck in the design, evaluation, and deployment of artificial-intelligence-based image compression systems. Classical signal-fidelity measures such as mean squared error (MSE) and peak signal-to-noise ratio (PSNR) correlate poorly with human judgment. Learned co...

Mahesh Boddu, Soumitra Kumar Mandal · 0 citations

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