Presentation 2002/5/2
A JPEG Image Enlargement Method with the Prediction of High-frequency Components
Ryo Koike, Yasumasa TAKAHASHI, Akira TAGICHI,
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Abstract(in English) It is necessary for getting the enlarged digital images to predict unknown high frequency components which are lost by sampling. We have proposed the image enlarging method based on the Laplacian pyramid representation which can predict the unknown high frequency components. We call this method LP enlarging method. Since the JPEG coded images are looked blurring and are appeared the blocking effects, the LP enlarging method isn't able to be applied to JPEG coded images. In this paper, we extend the LP enlarging method to be used for JPEG coded images. The novel method introduce a ε-filter to reduce the blocking effects. Moreover, we tune the parameters of the LP enlarging method for JPEG coded images. We clear the effectiveness of the proposed method through a lot of experimental results.
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Keyword(in English) JPEG coded images / enlarged digital images / ε-filter / multimedia signal processing
Paper # DSP2002-18
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Committee DSP
Conference Date 2002/5/2(1days)
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Registration To Digital Signal Processing (DSP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A JPEG Image Enlargement Method with the Prediction of High-frequency Components
Sub Title (in English)
Keyword(1) JPEG coded images
Keyword(2) enlarged digital images
Keyword(3) ε-filter
Keyword(4) multimedia signal processing
1st Author's Name Ryo Koike
1st Author's Affiliation Department of Electrical and Electronic Engineering, Musashi Institute of Technology.()
2nd Author's Name Yasumasa TAKAHASHI
2nd Author's Affiliation Department of Electrical and Electronic Engineering, Musashi Institute of Technology.
3rd Author's Name Akira TAGICHI
3rd Author's Affiliation Department of Electrical and Electronic Engineering, Musashi Institute of Technology.
Date 2002/5/2
Paper # DSP2002-18
Volume (vol) vol.102
Number (no) 41
Page pp.pp.-
#Pages 6
Date of Issue