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用matlab实现的otsu全局二值化算法、kittler 最小分类错误(minimum error thresholding)全局二值化算法、niblack局部二值化算法-Using matlab implementation otsu global binarization algorithm, kittler minimum classification error (minimum error thresholding) the global binarization algorithm
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We have added following files in matlab
1.global thresholding
2.Histogram equalization
3.low and high pass filtering
4.various masks
5.zooming
6.power law
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全局阈值分割:迭代法、Otsu法;局部阈值分割-Global Thresholding: iterative method, Otsu method local threshold segmentation
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code for global thresholding
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对纤维类图像进行前期处理,效果较好,包括高通滤波,平滑中值滤波,全局阈值分割,二值化,反相,最后求取骨架-Image of the fiber pre-processing, better, including high-pass filter, smoothing filter, global thresholding, binarization, RP to get the final frame
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image_binaryzation.m : 图像二值化主函数,调用otsu、kittler
otsu.m : 类判别分类法(otsu全局二值化算法)
kittler : 最小分类错误(minimum error thresholding)全局二值化算法
image_refining.m : 图像细化主程序,调用otsu、refining
refining.m : 计算骨架的一种实用方法对图像进行细化
coins.bmp
lenna.bmp
woman_
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该文件夹中有四个matlab文件,说明如下:
binariztion.m: 二值化主程序,分别调用下面三种二值化算法。
otsu.m: 表示otsu全局二值化算法。
kittlerMet.m: 表示kittler 最小分类错误(minimum error thresholding)全局二值化算法。
niblack.m: 表示niblack局部二值化算法。
coins.bmp: 原始灰度图片。
coins_bw_otsu.bmp: otsu全局二值化结果。
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DM码的识别,运用凸包法检验条码边缘,采用全局和局部相结合的阈值分割法-DM code identification, use of bar code edge of the convex hull method test, using a combination of global and local thresholding segmentation method
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编写一个自动估计阈值的全局阈值化程序。程序的输出为分割后的的二值图。并要求用上面编写的阈值化程序对图中的目标进行分割。
-Write an automatic estimate the threshold of global thresholding procedure. Output of the program for the segmentation of the binary image. Written above the threshold procedure to split
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数字图像处理,实现自动全局阈值分割,代码和图片经过matlab调试已通过。-Digital image processing, automatic global thresholding segmentation, and pictures through the matlab code debugging has been passed.
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全局阈值法:Otsu阈值法与迭代阈值法的C++实现。-Global thresholding methods: Otsu thresholding method and iterative thresholding method.
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图像分割,全局阈值,迭代阈值分割,区域生长发等-Image segmentation, global threshold, iterative thresholding, region growing hair, etc.
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三种图像分割法,有全局阈值otsu分割、迭代法全局阈值分割、局部阈值分割程序。-Three image segmentation method, there are global threshold otsu segmentation, iterative method global thresholding, local threshold segmentation program.
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使用opencv对图像进行阈值化处理,实现单一阈值(全局阈值)与自适应阈值的比较-Using opencv image thresholding processing, a single threshold (global threshold) compared with Adaptive Threshold
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对影像进行加噪声,和全局,局部,自适应阈值去噪,计算信噪比-It was added to the image noise, and global, local, adaptive thresholding, computing SNR
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Texture-Aware Fast Global Level Set Evolution-Due to its intrinsic advantages such as the ability to automatically handle complex shapes and topological changes, the level set method has been widely used in image segmentation. Nevertheless, in additi
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全局阈值分割函数,用于图像二值化,在opencv环境下编写-Global thresholding functions for image binarization, write in opencv environment
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数字图像分割,基于全局阈值的分割方法,分割图像的matlab实现示例-Digital image segmentation, the segmentation method based on global threshold and image segmentation of matlab implementation examples
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图像的阈值分割(要求自行编写代码实现基本全局阈值方法,代替cvThreshold函数)-Image thresholding (basic requirements to write code to achieve global threshold method, instead of cvThreshold function)
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图像处理,图像滤波分割算法的整合:包括大部分常用的图像背景分割和滤波手段,可以作为初学者参考,包括OTSU法,全局局部阈值分割,最大熵法-Image processing, image filtering algorithm integrated segmentation: Most common image including background segmentation and filtering means can be used as a reference for beginners
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