TITLE:
Research on Destriping Based on Rough Set
AUTHORS:
Xiangyang Chen, Liping Chen, Sile Wang, Wenzhu Yang, Sukui Lu
KEYWORDS:
Stripe Noises, Multi Threshold Segmentation, Rough Set, Denosing
JOURNAL NAME:
Journal of Computer and Communications,
Vol.3 No.11,
November
19,
2015
ABSTRACT: In order to remove the stripe
noises in cotton foreign fiber images by line scanning camera collected, in
multi threshold segmentation of rough set, every region’s color is instead of
the statistics color of the region. This method can retain the detail
information of original image as far as possible, and do well in the stripe
noise removal. The roughness of rough set was calculated respectively using
directional diagram, Canny operator and Sobel operator. Comparing the three methods,
the results indicate that the Canny operator keeps the more details of image, and
directional diagram and Sobel operator have the better effects on denoising.