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噪音强度的估计和去噪效果的评估

Estimation of noise level and evaluation of noise removal results

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【作者】 王景泉

【Author】 WANG Jing-quan (School of Mathematics and Statistics, Nanyang normal University, Nanyang 473061, China)

【机构】 南阳师范学院数学与统计学院

【摘要】 若图像有较大的噪音,会影响视觉效果和有效信息的提取。常用的去噪方法在实际应用中都需要借助图像噪音强度去估计或控制去噪的效果。目前,我们常用的噪音强度估计方法中,没有考虑边缘像素点的影响,使估计值不很准确。把图像的边缘提取与噪音强度的估计相结合,提高了噪音强度估计的精度,并由此导出了去噪效果评估的一个新的数值客观标准算法,该评估方法不依赖在现实中不可知的标准图像,通过实验可以看出该标准具有很大的实用价值。

【Abstract】 If the image has the large noises, it can influence the visual effect and the effective information detection. Nowadays, our methods of noise removal estimate or control the results of noise removal with the help of the image noise level in apply. In our common use of the noise level estimating method, the influence of pixels on the edge has not been considered, which mades the estimated value inexactly. Estimating and computing the noise level by introducing the edge detection, the veracity of the noise level has been increasing more. Based on this, a new noise removal evaluating method is brought forward, this noise removal evaluating method does not depend on the standard image that is not known in reality. It explains that the new evaluating method has more practicability and applicability by a great deal of experiments.

【基金】 南阳师范学院专项基金项目(nytc53)
  • 【文献出处】 计算机工程与设计 ,Computer Engineering and Design , 编辑部邮箱 ,2009年07期
  • 【分类号】TP391.41
  • 【被引频次】7
  • 【下载频次】173
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