[1]邓苗,张基宏,任仙怡,等.非抽样形态小波的构造及在图像融合中的应用[J].深圳大学学报理工版,2013,30(No.3(221-330)):254-260.[doi:10.3724/SP.J.1249.2013.03254]
 Deng Miao,Zhang Jihong,Ren Xianyi,et al.Construction of undecimated morphological wavelets and application in image fusion[J].Journal of Shenzhen University Science and Engineering,2013,30(No.3(221-330)):254-260.[doi:10.3724/SP.J.1249.2013.03254]
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非抽样形态小波的构造及在图像融合中的应用()
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《深圳大学学报理工版》[ISSN:1000-2618/CN:44-1401/N]

卷:
第30卷
期数:
2013年No.3(221-330)
页码:
254-260
栏目:
电子与信息科学
出版日期:
2013-05-19

文章信息/Info

Title:
Construction of undecimated morphological wavelets and application in image fusion
文章编号:
20130306
作者:
邓苗1张基宏12任仙怡2梁永生12
1)深圳大学信息工程学院,深圳 518060
2)深圳信息职业技术学院,深圳市可视媒体处理与传输重点实验室,深圳 518172
Author(s):
Deng Miao1 Zhang Jihong12 Ren Xianyi2 and Liang Yongsheng12
1)College of Information Engineering, Shenzhen University, Shenzhen 518060, P.R.China
2)Institute of Information Technology, Shenzhen Key Laboratory of Visual Media Processing and Transmission, Shenzhen Institute of Information Technology, Shenzhen 518172, P.R.China
关键词:
计算机图象处理图像融合形态小波非抽样形态小波多尺度变换图像增强不可分离滤波器非线性滤波器
Keywords:
computer image processing image fusion morphological wavelets undecimated morphological wavelets multiscale transform image enhancement nonseparable filter nonlinear filter
分类号:
TP 391.4
DOI:
10.3724/SP.J.1249.2013.03254
文献标志码:
A
摘要:
提出一种适合图像融合的非抽样形态小波的构造方法.采用新的非线性滤波器组描述形态小波,去掉其中下采样部分实现非抽样,并将其用于图像融合,用以克服形态小波方法的块状效应.构造适用于所有类型图像融合的S-变换形态小波,通过增加通道和引入增强效果,提高图像融合效果.
Abstract:
A method of constructing undecimated morphological wavelets (UMW) applicable to image fusion is proposed in this paper. Firstly, the traditional morphological waveletes (MW) are represented with a novel nonlinear filter banks. Secondly, the UMW is constructed by removing the downsampling to overcome the block effect of the MW based image fusion methods. Thirdly, a non-separable S-transform MW applicable to all kinds of image fusion is presented. By expanding UMW to multiplechannels and adding an enhancement factor, the quality of image fusion is improved.

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备注/Memo

备注/Memo:
Received:2012-03-26;Revised:2013-04-05;Accepted:2013-04-20
Foundation:National Natural Science Foundation of China(61271420);National Natural Science Foundation of Guangdong Province(S2012020011034)
Corresponding author:Professor Zhang Jihong.E-mail:zhangjh@sziit.com.cn
Citation:Deng Miao,Zhang Jihong,Ren Xianyi,et al.Construction of undecimated morphological wavelets and application in image fusion[J]. Journal of Shenzhen University Science and Engineering, 2013, 30(3): 254-260.(in Chinese)
基金项目:国家自然科学基金资助项目(61271420);广东省自然科学基金资助项目(S2012020011034)
作者简介:邓苗(1983-),男(汉族),湖南省邵阳市人.深圳大学博士研究生.E-mail:deng_miao@live.cn
引文:邓苗,张基宏,任仙怡,等.非抽样形态小波的构造及在图像融合中的应用[J]. 深圳大学学报理工版,2013,30(3):254-260.
更新日期/Last Update: 2013-05-19