Things to Consider

Concept


What was a Gaussian pyramid is now a sinc pyramid.

What was a DoG pyramid is a DoS pyramid, a set of nearly perfect, nearly 'orthogonal' bandpass filters.

Design Decisions


Determined the appropriate sinc filter for no-loss filtering, then dilated it to preserve only the frequencies that the downsampled image in each level of the pyramid could represent.

Performed a separable convolution with imfilter.

Note: did try performing this filtering by using a custom kernel with imresize, but there were issues so that line was abandoned.





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