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光子学报  2009 

Remote Sensing Image Restoration Based on TV Regularization and Local Constraints
基于TV正则化和局部约束的遥感图像恢复

Keywords: Image Restoration,Total Variation,Local Constraints,Edge Preservation
图像恢复
,总变分,局部约束,边缘保持

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Abstract:

Image restoration algorithms based on total variation theory and pixels intensity local constrains method were introduced.To obtain a better restored effect,a novel hybrid algorithm was presented to estimate the original image from the degraded one.Total variation(TV)regularization term was added into the object function to form the iteration formula.And,local mean and local variance were used to constraint the solution.In numerical experiment,the degraded images were restored using the TV method and the pr...

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