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现有三幅图像,图像1是包装瓶中的气泡图片,图像2是印刷电路板的元器件焊接质量检查图,图像3是封装后的胶囊状药品。实验要求从这三幅图片中,
1. 选择一副图像,并叠加零均值高斯噪声,分别利用均值滤波和中值滤波器对该有噪图像进行滤波,显示滤波后的图像,比较两滤波器的滤波效果。
2. 选择一副图像,并叠加椒盐噪声,分别用均值滤波器,中值滤波器对该图像进行滤波,比较滤波器的滤波效果。
3. 选择一幅图像,分别利用Laplacian算子和Sobel算子对图像进行锐化操作,比较锐化的效果。-Th
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数字图像处理 直方图修正 空间域平滑 空间域锐化 梯度倒数加权平滑法 中值滤波 多种算子锐化 灰度最相近的6个邻点平均法-Histogram correction of digital image processing spatial spatial smoothing sharpening Gradient Inverse Weighted Smoothing median filter operator sharpening a variety of gray nearest neighbo
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补充上次的空域滤波平滑法,这是模板滤波法和中值滤波法-Added the last spatial filter smoothing, which is the template filtering and median filtering method
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均值滤波是在空间域对图象进行平滑处理的一种方法,易于实现,效果也挺好。此外,本资料还讲了中值滤波。-Mean filter is a spatial smoothing of the image processing method and easy to implement, the effect is also quite good. In addition, the data also speak of the median filter.
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空域图像增强,使得图像边缘尖锐化,使用了维纳滤波、均值滤波、中值滤波等-Spatial image enhancement, making the edges sharp, and the use of the Wiener filter, mean filter, median filter
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详细说明:
读入图像,对于图像进行高斯高通以及低通滤波,显示结果,与原图进行对比-Detail: ch5_1_1: image gray-scale linear transformation (5.1.1) ch5_1_2: image grayscale piecewise linear transformation (5.1.1) ch5_1_3: using the transfer function of the number of forms of dynamic range c
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详细说明:
ch5_1_1: 图像灰度线性变换 (§5.1.1)
ch5_1_2: 图像灰度分段线性变换 (§ 5.1.1) ch5_1_3: 采用对数形式的变换函数进行动态范围压缩 (§5.1.1)
ch5_1_4: 图像直方图的均衡化 (§5.1.2) ch5_1_5: 直方图规定化 (§5.1.2)
ch5_2_1: 邻域平均的线性平滑滤波法实现降噪 (§5.2.2)
ch5_2_2: winner滤波法实现降噪 (§5.2.2) ch5_2_3: 中值滤
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本文主要探讨了中值滤波以及高斯滤波两个空间低通滤波器,结合unsharp masking,、Canny 算子、Sobel算子、以及Laplace算子研究了高通滤波器的特性,掌握了边缘检测技术的原理,并对这一系列技术进行了对比。
doc文档最后附有USM、Sobel等算子实现的matlab源代码-This paper discusses the median filtering and Gaussian filtering both spatial low-pass filter, combi
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1. image degradation by salt and pepper noise
2. noise removing by median filter
3. image smoothing by averaging filter
4. Max and Min filters implementation
-1. image degradation by salt and pepper noise
2. noise removing by median filt
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空域增强处理
频域增强处理
滤波器原理
中值滤波/Sobel /罗伯特/拉普拉斯等增强算子实验
直方图处理和滤波处理
-Enhanced spatial frequency domain processing enhancement processing filter principle median filter/Sobel/Robert/Laplace operator, such as enhanced experimental histogram processing
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读入一个avi视频,将视频转换成图片序列,然后对其每帧图像进行空间滤波(中值滤波,均值滤波)在对滤波后的图像直方图均衡化,生成新的图像增强后的AVI视频-Reads a avi video, convert video into a sequence of pictures, then spatial filtering (median filter, mean filter) in its every frame of the image histogram equalization filt
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基于空间距离加权的矢量中值滤波器考虑了R、G、B三分量的关系,提高了图像滤波性能-The vector median filter based on spatial distance weighting takes into account the relation of three components of R, G and B, and improves the filtering performance of the image
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