galaxy-classification


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This post is an extension of the previous post but with the spheroid surface brightness profile in the H band this time.

To make the mock data we fit two lines. The first was a second degree polynomial to the median values and the second line was a simple line to the first three values in the $84^{th}$ percentile.

data-with-mock

The new fitted function looks like this:

data-with-mock-fit

And at the same zoom:

data-with-mock-fit

This looks much better here is a generated image:

sample-image fit-with-sample

The recovered mean:

recovered-mean

Samples from the fitted process:

samples