Similarity between Images
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SSIM (structural similarity)
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Mean squared error
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PSNR (peak signal to noise ratio)
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NN based: The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Papers #
- MSE is used as a loss function for autoenoders
@inproceedings{lu2019level,
title={The level weighted structural similarity loss: A step away from MSE},
author={Lu, Yingjing},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={33},
number={01},
pages={9989--9990},
year={2019}
}