Deep Image Compression in the Wavelet Transform Domain Based on High Frequency Sub-Band Prediction

Deep Image Compression in the Wavelet Transform Domain Based on High Frequency Sub-Band Prediction

In this paper, we propose to use deep neural networks for image compression in the wavelet transform domain. When the input image is transformed from the spatial pixel domain to the wavelet transform domain, one low-frequency sub-band (LF sub-band) and three high-frequency sub-bands (HF sub-bands) a...

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Bibliographic Details
Main Authors: Chuxi Yang, Yan Zhao, Shigang Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Image coding
neural networks
discrete wavelet transforms
predictive models
Online Access:https://ieeexplore.ieee.org/document/8692365/

Internet

https://ieeexplore.ieee.org/document/8692365/

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