Application of polynomial interpolation to salt and pepper noise removal

被引:0
作者
Hsieh, Cheng-Hsiung [1 ]
Lan, Chia-Wei [1 ]
Chen, Pei-Wen [2 ]
Hung, Wei-Lung [1 ]
机构
[1] Chaoyang Univ Technol, Dept Comp Sci & Informat Engn, Taichung, Taiwan
[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.
引用
收藏
页码:3183 / +
页数:4
相关论文
共 7 条
  • [1] Impulsive noise removal using threshold Boolean filtering based on the inipulse detecting functions
    Aizenberg, I
    Butakoff, C
    Paliy, D
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (01) : 63 - 66
  • [2] Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization
    Chan, RH
    Ho, CW
    Nikolova, M
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (10) : 1479 - 1485
  • [3] Gonzalez Rafael C, 2004, Digital Image processing using MATLAB
  • [4] Efficient removal of impulse noise from digital images
    Luo, Wenbin
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2006, 52 (02) : 523 - 527
  • [5] A fuzzy impulse noise detection and reduction method
    Schulte, S
    Nachtegael, M
    De Witte, V
    Van der Weken, D
    Kerre, EE
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (05) : 1153 - 1162
  • [6] A hybrid neuro-fuzzy filter for edge preserving restoration of images corrupted by impulse noise
    Yüksel, ME
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (04) : 928 - 936
  • [7] Zarowski C. J., 2004, An Introduction to Numerical Analysis for Electrical and Computer Engineers, DOI DOI 10.1002/0471650412