Color Image Interpolation Combined with Rough Sets Theory
A new realtime interpolation algorithm for color image is presented.The algorithm is based on the concept of indiscernibility relation in rough sets (RS) theory.By applying the concept of upper and lower approximation based on the continuity of images,the image is first divided into homogenous area,edge pixels and isolated pixels.Then B(e)zier surface interpolation is further achieved using the information of classification.Besides emulation,the technology has been applied to the visual presenter with low-resolution image sensor.Results demonstrate that the new algorithm improves substantially the subjective and objective quality of the interpolated images over conventional interpolation algorithms,and meets the requirements of real time image processing.The algorithm represents an attempt to incorporate RS in image processing.
Rough sets image interpolation indiscernibility upper ap-proximation lower approximation B(e)zier surface
Fengmei Liang Keming Xie
College of Information Engineering,Taiyuan University of Technology Taiyuan,030024,P.R.China
国际会议
成都
英文
237-243
2008-05-17（万方平台首次上网日期，不代表论文的发表时间）