APPLICATION OF ROUGH SETS IN BINARY MORPHOLOGY

摘要：

Based on Rough Sets and Mathematical Morphology theory, this paper proposes a method called membership-grade operator for binary image processing.Based on the same structural element, the operator achieves multiform dilations, erosions and edge extractions by proper choice of membership grade obtained by binary image.Applied to noise image, the operator can achieve the above processing and noise reduction, and good effect is obtained by image simulation. Finally, this paper analyzes the characteristics of the membership-grade operator by comparing it with the morphology operator.

关键词： Mathematical Morphology Rough Sets Binary image Membership grade Image processing

作者: GUO-QING YANG LI-HUI JIANG YONG LI

作者单位: General Administration of Civil Aviation of China, PeKing 100710, China Tianjin key lab for advanced signal processing, Civil Aviation University of China, Tianjin 300300,

会议类型: 国际会议

会议名称: 2006 International Conference on Machine Learning and Cybernetics(IEEE第五届机器学习与控制论坛)

会议地点: 大连

会议语种:英文

页码: 3446-3449

在线出版日期: 2006-08-13（万方平台首次上网日期，不代表论文的发表时间）