[Paper] DeepIQA: DIQaM & WaDIQaM Weighted Average Deep Image QuAlity Measure (Image Quality Assessment)

Network Inspired by VGGNet, Can Be Used In Both FR and NR IQA.

Outline

1. FR-IQA (DIQaM-FR and WaDIQaM-FR)

Deep neural network model for FR IQA.

2. NR-IQA (DIQaM-NR and WaDIQaM-NR)

Deep neural network model for NR IQA.

3. Experimental Results

Performance Comparison on LIVE and TID2013
Performance Comparison on Different Subsets of TID2013
Performance Comparison of NR IQA on CLIVE

There are still a lot of analyses and results for the proposed approach. If interested, please feel free to read the paper.

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