Peer Group Filtering of Noisy Color Images

摘要：

In this paper a new filtering scheme for impulsive noise reduction in color images is proposed.The novel method is based on the evaluation of the statistical properties of a sorted sequence of aggregated distances used for the estimation of the vector median of samples from the filtering window.The filter is based on the Fishers linear discriminant,which enables the detection of outliers injected into the image by the by the noise process.The new filtering design enables the extension of the peer group filtering concept into color image denoising.

作者: Bogdan Smolka

作者单位: Silesian University of Technology,Akademicka 16,44-100 Gliwice,Poland

会议类型: 国际会议

会议名称: 9th International Conference on Signal Processing(第九届国际信号处理学术会议)(ICSP08)

会议地点: 北京

会议语种:英文

在线出版日期: 2008-10-26（万方平台首次上网日期，不代表论文的发表时间）