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Double-Gabor Filters Are Independent Components of Small Translation-Invariant Image Patches

The analysis of natural images with independent component analysis (ICA) yields localized bandpass Gabor-type filters similar to receptive fields of simple cells in visual cortex. We applied ICA on a subset of patches called position-centered patches, selected for forming a translation-invariant rep...

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Detaylı Bibliyografya
Asıl Yazarlar: Saremi, Saeed, Sejnowski, Terrence J., Sharpee, Tatyana O.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2013
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3693455/
https://ncbi.nlm.nih.gov/pubmed/23339617
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00418
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