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I had a large interest in discrete convolution operations a few years ago, particularly in application to digital image processing. Two papers that I published
by thearn4 11y ago
I had a large interest in discrete convolution operations a few years ago, particularly in application to digital image processing. Two papers that I published may be of interest to those here:
[A paper that as a lemma demonstrates the influence of boundary conditions on the use of discrete orthogonal transformations for fast convolution operations]
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=ZQzlOasAAAAJ&citation_for_view=ZQzlOasAAAAJ:IjCSPb-OGe4C https://scholar.google.com/citations?view_op=view_citation&h...
[accelerating convolution operations when a matrix factorization (SVD, DCT for jpeg, etc.) is already available]
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=ZQzlOasAAAAJ&citation_for_view=ZQzlOasAAAAJ:zYLM7Y9cAGgC https://scholar.google.com/citations?view_op=view_citation&h...
- tacos 11y agoSecond paper in particular is pretty fascinating. I'm sure you see the parallels to convolutional neural networks. Thanks for posting.