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Robust B-spline image modeling with application to image processing

delete1998-06-01
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PRE
AI
M
Marta Karczewicz
M
Moncef Gabbouj
DOI:10.1109/83.679442delete
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摘要

摘要

En 中文
In the correspondence, we present a new approach to two-dimensional (2-D) robust spline image smoothing based on the M-estimator algorithm. Unlike in other M-estimator based image processing algorithms, the new algorithm takes into consideration spatial relations between picture elements. The contribution of the sample to the model depends not only on the current residual of that sample, but also on the neighboring residuals, A smoothing parameter is estimated separately for each processing window end it adapts to the total structure of the image, The proposed algorithm is applied to image filtering. The resulting filter preserves details and suppresses additive Gaussian and impulsive noise efficiently.
Keyword:
B-splines
image filtering
image modeling
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期刊

IEEE Transactions on Image Processing 封面图
IEEE Transactions on Image Processing
IF:
13.7
论文数:
1.0W
被引数:
8.4W

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