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A form of signal processing where the input is an image. Usually treating the digital image as a two-dimensional signal (or multidimensional). This processing may include image restoration and enhancement (in particular, pattern recognition and projection).

2 votes

L1 loss giving a better result than L2 loss for optimizing PSNR in an image super resolution...

It is surely unexpected. This phenomenon was also mentioned in the paper Loss Functions for Image Restoration with Neural Networks. Briefly, they have discussed that although $\ell_2$ loss is widely u …
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