Impulsive noise suppression from highly distorted images with triangular interpolants

被引:19
作者
Civicioglu, P [1 ]
Alçi, M
机构
[1] Erciyes Univ, Civil Aviat Sch, Dept Avion, TR-38039 Kayseri, Turkey
[2] Erciyes Univ, Fac Engn, Dept Elect Engn, TR-38039 Kayseri, Turkey
关键词
impulsive noise; triangular interpolants; scattered data interpolation; salt-and-pepper noise;
D O I
10.1078/1434-8411-54100250
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a new filter, Triangular Interpolant Based Impulsive Noise Suppression Filter (SF), is proposed to restore images corrupted by fixed valued impulsive noise (IN). The proposed filter comprises two main stages: detection of noise and restoration of corrupted pixels. The SF achieves the restoration of the detected noisy pixels by using one of the Triangular Interpolant techniques and leaves the other pixels unaltered. Simulation results reveal that the proposed filter shows better performance than the highly approved IN suppression filters across a wide noise density ranging from 10% to 90%. The proposed filter also perfectly achieves the robustness and detail preservation with reduced computational complexity.
引用
收藏
页码:311 / 318
页数:8
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