Laplacian Pyramid-like Autoencoder

In this paper, we develop the Laplacian pyramid-like autoencoder (LPAE) by adding the Laplacian pyramid (LP) concept widely used to analyze images in Signal Processing. LPAE decomposes an image into the approximation image and the detail image in the encoder part and then tries to reconstruct the or...

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Vydané v:	arXiv.org
Hlavní autori:	Han, Sangjun, Hur, Taeil, Hur, Youngmi
Médium:	Paper
Jazyk:	English
Vydavateľské údaje:	Ithaca Cornell University Library, arXiv.org 26.08.2022
Predmet:	Approximation Coders Image classification Image quality Image reconstruction Mathematical analysis Signal processing
ISSN:	2331-8422
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