Adaptive Multi-scale AMSS Operator for Quality Detection of Silks

摘要

In order to better the silk image with multi-noise, a new improved filter operator based on affine morphological scale space (AMSS) equation was presented. The innovation of the new operator was introducing adaptive idea and scale space into partial differential equations. Then, aimed at testing the performance of the improved AMSS operator, a new evaluation method that could scale the effect of keeping edge information and ability of smoothing noise was presented. The experimental result illustrates that this improved operator can efficiently keep edge information,and the de-noising performance is more effective than other methods for the image with multi-noises.