微型机与应用Issue(21)：35-38,4.
基于Retinex和BM3D的图像增强
Image enhancement based on Retinex and BM3D
摘要
Abstract
In order to overcome the noise problem of traditional Retinex algorithms, we propose an image enhancement algorithm based on Retinex theory and Blocking Matching 3D (BM3D). This new algorithm adds the denoising links of BM3D into the traditional Retinex algorithm. First, it calculates the relationship of relative lightness between each pixel and corrects the value of each pixel of the image to be handled. Then, through searching similar block among the adjacent tiles, it forms a three-dimensional matrix and filters in 3-D space and gets a preliminarily estimated value. At last, it gets the final result by the weight of each pixel. The experimental results show that the proposed method not only displays the details of the shadow area and lighting areas, but also eliminates the noise contained in the image, overcoming the drawback of traditional enhancement algorithms of Retinex.关键词
图像增强/视网膜皮层理论/三维块匹配Key words
image enhancement/Retinex theory/BM3D algorithm分类
信息技术与安全科学引用本文复制引用
郭永生,卢一相,张琪,于洋..基于Retinex和BM3D的图像增强[J].微型机与应用,2014,(21):35-38,4.基金项目
2013年安徽省（省级）大学生创新创业训练计划项目 （）
