Skip to content

Subpixel accuracy cross correlation is not normalised #14

Description

@ApexBurger

To reduced influence of amplitude shifts and centre brightspot, we need to normalise the cross correlation coefficient. This is tricky because each element in the correlogram requires a different denominator and can't be done in FFT (easily) -> there are ways to do this fast however with a fast precalc (eg https://www.researchgate.net/publication/2378357_Fast_Normalized_Cross-Correlation).

There is another problem with the upsampled DFT - we need to get the normalisation denominators in the upsampled region as opposed to whole correlogram.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions