Research on Destriping Based on Rough Set

作     者：Xiangyang Chen Liping Chen Sile Wang Wenzhu Yang Sukui Lu 

作者机构：School of Computer Science and Technology Hebei University Baoding China 

出 版 物：《Journal of Computer and Communications》 (电脑和通信（英文）)

年 卷 期：2015年第3卷第11期

页      面：8-12页

学科分类：08[工学] 081203[工学-计算机应用技术] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

主　　题：Stripe Noises Multi Threshold Segmentation Rough Set Denosing 

摘      要：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.