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Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment

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cs.CV 1

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2026 1

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MSDS: Deep Structural Similarity with Multiscale Representation

cs.CV · 2026-04-21 · unverdicted · novelty 4.0

MSDS computes DeepSSIM at multiple pyramid scales and fuses the scores with learned weights, producing consistent improvements over single-scale DeepSSIM on IQA benchmarks with negligible extra cost.

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  • MSDS: Deep Structural Similarity with Multiscale Representation cs.CV · 2026-04-21 · unverdicted · none · ref 30

    MSDS computes DeepSSIM at multiple pyramid scales and fuses the scores with learned weights, producing consistent improvements over single-scale DeepSSIM on IQA benchmarks with negligible extra cost.