首页 | 本学科首页   官方微博 | 高级检索  
     检索      

基于静电场原理的图像分辨率增强算法
引用本文:刘青,庄健,王孙安.基于静电场原理的图像分辨率增强算法[J].西安交通大学学报,2006,40(11):1300-1304.
作者姓名:刘青  庄健  王孙安
作者单位:西安交通大学机械学院,710049,西安
摘    要:根据静电场的平衡原理,提出了图像分辨率的增强算法,其内插函数随相邻像素的电势能差和所处的能量带可以自动调节,从而实现了图像的自适应放大.在对彩色图像放大中,算法模型考虑了各个色彩分量对图像插值产生的影响,克服了常规方法对整幅图像无区别,以及采用同一种内插函数进行处理时所带来的边缘模糊效应和阶梯形失真,同时又消除了对各个颜色分量分别处理所产生的颜色失真现象.试验的各个性能指标表明,该算法与传统方法相比,插值后得到的图像不仅在图像质量上有明显的改善,而且能保持清晰的边缘和轮廓信息,因此可在遥感图像、医学系统、公安系统及一些图像处理的软件中得到应用.

关 键 词:图像放大  电势能  边缘  自适应
文章编号:0253-987X(2006)11-1300-05
收稿时间:2006-03-03
修稿时间:2006年3月3日

Algorithm for Image Resolution Enhancement Based on Static Electric Field Theory
Liu Qing,Zhuang Jian,Wang Sun'an.Algorithm for Image Resolution Enhancement Based on Static Electric Field Theory[J].Journal of Xi'an Jiaotong University,2006,40(11):1300-1304.
Authors:Liu Qing  Zhuang Jian  Wang Sun'an
Abstract:Based on the balance principle of static electric field, a new algorithm for image resolution enhancement is proposed, where the interpolation function is adjusted automatically by the electrical potential differences of the adjoining pixels or/and energy zones to obtain self-adapted magnify color images,and the effects of all color vectors in the image interpolation are considered instead of a single interpolation function in the conventional algorithms to avoid the disadvantages, such as marginal vagueness, distortion and distinct artifacts, color distortion. The experimental results show that the images processed with the interpolation algorithm have better quality than those in the traditional ways and keep clear margin and contour information, especially for remote sensing image, medical system, and public security official system.
Keywords:image magnification  electrical potential difference  contour  self-adaptive
本文献已被 CNKI 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号