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高斯滤波器

高斯滤波器(Gaussian filter)是一种低通滤波器[1]脉冲函数的权重呈现为在原点附近服从正态分布[2]。高斯滤波器具有指数形式的响应特性[3]

图像大多数的噪声均属于高斯噪声,因此高斯滤波器适用于消除高斯噪声,广泛应用于图像去噪。[4]

参考文献

[编辑]
  1. ^ 王为农,徐一华编著,影像测量仪技术基础,中国商业出版社,2010.03,第118页. 
  2. ^ (意)吉安卡洛·扎克尼(GiancarloZaccone),(德)礼萨·卡里姆(MD.RezaulKarim)著,TensorFlow深度学习,机械工业出版社,2020.02,第122页. 
  3. ^ 啜钢,王文博,常永宁,全庆一编著,移动通信原理与系统 第3版,北京邮电大学出版社,2015.02,第72页. 
  4. ^ 余胜威编著,MATLAB图像滤波去噪分析及其应用,北京航空航天大学出版社,2015.09,第113页. 
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高斯滤波器
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