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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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Han, Sangjun, Hur, Taeil, Hur, Youngmi
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 26.08.2022
Subjects:	Approximation Coders Image classification Image quality Image reconstruction Mathematical analysis Signal processing
ISSN:	2331-8422
Online Access:	Get full text
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