[2] Nan Kai Inst Technol, Dept Elect Engn, Tianjin, Peoples R China
来源:
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7
|
2008年
关键词:
polynomial interpolation;
salt and pepper noise;
noise removal;
D O I:
10.1109/ICMLC.2008.4620955
中图分类号:
TP3 [计算技术、计算机技术];
学科分类号:
0812 ;
摘要:
In this paper, we apply the one-dimensional polynomial interpolation (1-D PI) to salt and pepper noise removal. The difference between the proposed approach and median based schemes is that the noise pixel is replaced by an interpolated value instead of median in the window. With 3x3 window, two non-noise neighbor pixels are used to estimate the noise pixel by First-order Pl. Then the interpolated value takes the place of noise pixel. The proposed approach is justified by two examples. The results indicate that the proposed approach has better visual quality in the examples when compared with conventional median Filter and adaptive median filter.