电子学报2012,Vol.40Issue(3):477-482,6.DOI:10.3969/j.issn.0372-2112.2012.03.011
去除乘性噪声的小波变分模型
Wavelet Based Variational Model to Remove Multiplicative Noise
摘要
Abstract
Based on a convex total variation (TV) variational energy function, this paper proposes a wavelet based variation-al model to remove multiplicative noise.Using convex optimization tool,we give an alternating split Bregman algorithm to solve the proposed model.Compared with existing TV based method,the proposed algorithm is simple and can be extended easily.Numerical experiments are presented to demonstrate the efficient performance of the proposed algorithm and its extensions.关键词
乘性噪声/Besov空间/小波/曲线波/变分模型Key words
multiplicative noise/ besov space/ wavelet/ curvelet/ variational model分类
信息技术与安全科学引用本文复制引用
李亚峰,冯象初..去除乘性噪声的小波变分模型[J].电子学报,2012,40(3):477-482,6.基金项目
国家自然科学基金(No.61105011,No.11101292,No.61001156) (No.61105011,No.11101292,No.61001156)
教育部科学技术研究重点项目(No.211155) (No.211155)
宝鸡文理学院2010年院级科研重点项目(No.ZK10171) (No.ZK10171)