Frequency restricted red-black wavelet transform for image restoration

Ting Fa Xu; Jin Gang Qi; Sheng Bing Zhou; Guo Qiang Ni; Jian Min Yao

Frequency restricted red-black wavelet transform for image restoration

Ting Fa Xu^*, Jin Gang Qi, Sheng Bing Zhou, Guo Qiang Ni, Jian Min Yao

^*Corresponding author for this work

School of Optics and Photonics

Research output: Contribution to journal › Article › peer-review

Abstract

A novel algorithm of frequency restricted red-black wavelet transform for image restoration is presented. Introducing the frequency restricted factor, the algorithm restricts each and every frequency coefficient to retain image information while compressing the noise. The algorithm makes use of the red-black wavelet transform in extracting image from the result, compressing its color noise and ringing effect. Experimental results showed that the algorithm is three times as effective than Wiener filtering, and power spectrum equalization filtering on the R_SNand R_SN′ parameters.

Original language	English
Pages (from-to)	446-450
Number of pages	5
Journal	Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
Volume	27
Issue number	5
Publication status	Published - May 2007

Keywords

Frequency restricting
Image restoration
Red-black wavelet transform

Cite this

@article{d21406dace964059b2e88f4c0dc1a2a7,

title = "Frequency restricted red-black wavelet transform for image restoration",

abstract = "A novel algorithm of frequency restricted red-black wavelet transform for image restoration is presented. Introducing the frequency restricted factor, the algorithm restricts each and every frequency coefficient to retain image information while compressing the noise. The algorithm makes use of the red-black wavelet transform in extracting image from the result, compressing its color noise and ringing effect. Experimental results showed that the algorithm is three times as effective than Wiener filtering, and power spectrum equalization filtering on the RSNand RSN′ parameters.",

keywords = "Frequency restricting, Image restoration, Red-black wavelet transform",

author = "Xu, {Ting Fa} and Qi, {Jin Gang} and Zhou, {Sheng Bing} and Ni, {Guo Qiang} and Yao, {Jian Min}",

year = "2007",

month = may,

language = "English",

volume = "27",

pages = "446--450",

journal = "Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology",

issn = "1001-0645",

publisher = "Beijing Institute of Technology",

number = "5",

}

TY - JOUR

T1 - Frequency restricted red-black wavelet transform for image restoration

AU - Xu, Ting Fa

AU - Qi, Jin Gang

AU - Zhou, Sheng Bing

AU - Ni, Guo Qiang

AU - Yao, Jian Min

PY - 2007/5

Y1 - 2007/5

N2 - A novel algorithm of frequency restricted red-black wavelet transform for image restoration is presented. Introducing the frequency restricted factor, the algorithm restricts each and every frequency coefficient to retain image information while compressing the noise. The algorithm makes use of the red-black wavelet transform in extracting image from the result, compressing its color noise and ringing effect. Experimental results showed that the algorithm is three times as effective than Wiener filtering, and power spectrum equalization filtering on the RSNand RSN′ parameters.

AB - A novel algorithm of frequency restricted red-black wavelet transform for image restoration is presented. Introducing the frequency restricted factor, the algorithm restricts each and every frequency coefficient to retain image information while compressing the noise. The algorithm makes use of the red-black wavelet transform in extracting image from the result, compressing its color noise and ringing effect. Experimental results showed that the algorithm is three times as effective than Wiener filtering, and power spectrum equalization filtering on the RSNand RSN′ parameters.

KW - Frequency restricting

KW - Image restoration

KW - Red-black wavelet transform

UR - http://www.scopus.com/inward/record.url?scp=34250772495&partnerID=8YFLogxK

M3 - Article

AN - SCOPUS:34250772495

SN - 1001-0645

VL - 27

SP - 446

EP - 450

JO - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology

JF - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology

IS - 5

ER -

Frequency restricted red-black wavelet transform for image restoration

Abstract

Keywords

Other files and links

Fingerprint

Cite this