honeygupta / UW-Net

Code for paper [ICIP 2019] Unsupervised Single Image Underwater Depth Estimation (UW-Net)

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SI-MSE calculation

reutazaria opened this issue · comments

Hi,
Does the SI-MSE refer actually to MSE or RMSE?

Thank you

Hi,

It is a scale-invariant mean-squared error. It was proposed by Eigen et al. in this paper: https://arxiv.org/pdf/1406.2283.pdf.
You can refer Equation 1 of this paper for the error definition.

The code for calculating the measure can be found here.

Honey