Image fusion method based on interpolation Directionlet

doi:10.7964/jdxbgxb201304045

	Image fusion method based on interpolation Directionlet
	Feng, Xin 1,2; Wang, Xiao-Ming 2; Dang, Jian-Wu 3; Shen, Yu 3
	2013-07-01
发表期刊	Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN	16715497
卷号	43 期号:4 页码:1127-1132
摘要	This article puts forward a new method of image fusion based on interpolation processing of Directionlet and compression sensing theory to highlight the details of regional characteristics and improve the image visual effect. After interpolation Directionlet transform decomposition, the low-frequency component coefficients are fused using the regional characteristics and Verbal Immediacy; and the high-frequency component coefficients are fused using the improved sparse Hadamard matrix observation weight fusion method. Then, the fused high-frequency component coefficients are reconstructed. Finally, the image is reconstructed by the inverse interpolation Directionlet transform. Experiment results show that this fusion algorithm can get image with clear object and background, and it has low computational complexity and good fusion effect.
关键词	Data processing Hadamard matrices Hadamard transforms Image enhancement Interpolation Inverse problems Compression sensing Directionlet transform High frequency components Image processing technique Inverse interpolation Low computational complexity Low-frequency components Regional characteristics
DOI	10.7964/jdxbgxb201304045
收录类别	EI
语种	中文
出版者	Editorial Board of Jilin University
EI入藏号	20133216588358
EI主题词	Image fusion
EI分类号	723.2 Data Processing and Image Processing - 921.1 Algebra - 921.6 Numerical Methods
来源库	Compendex
分类代码	723.2 Data Processing and Image Processing - 921.1 Algebra - 921.6 Numerical Methods
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/113755
专题	兰州理工大学
作者单位	1.College of Mechanical Engineering, Chongqing Technology and Business University, Chongqing 400067, China; 2.Department of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 3.School of Electronic and Information Engineering, Lanzhou University of Communications, Lanzhou 730070, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Feng, Xin,Wang, Xiao-Ming,Dang, Jian-Wu,et al. Image fusion method based on interpolation Directionlet[J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition),2013,43(4):1127-1132.
APA	Feng, Xin,Wang, Xiao-Ming,Dang, Jian-Wu,&Shen, Yu.(2013).Image fusion method based on interpolation Directionlet.Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition),43(4),1127-1132.
MLA	Feng, Xin,et al."Image fusion method based on interpolation Directionlet".Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) 43.4(2013):1127-1132.