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利用SVM或者其他机器学习算法进行分类识别 LBP
(1)计算图像中每个像素点的LBP模式(等价模式,或者旋转不变+等价模式)。
(2)然后计算每个cell的LBP特征值直方图,然后对该直方图进行归一化处理(每个cell中,对于每个bin,h[i]/=sum,sum就是一副图像中所有等价类的个数)。
(3)最后将得到的每个cell的统计直方图进行连接成为一个特征向量,也就是整幅图的LBP纹理特征向量;
然后便可利用SVM或者其他机器学习算法进行分类识别了。((1) calculate the LBP pattern of each pixel in the image (equivalent mode, or rotation invariant + equivalent mode).
(2) then the LBP eigenvalue histogram of each cell is calculated, and then the histogram is normalized (for each cell, for each bin, h[i]/=sum, sum is the number of all the equivalent classes in a pair of images).
(3) finally, the statistical histogram of each cell is connected into a feature vector, that is, the LBP texture feature vector of the whole picture.
Then, SVM or other machine learning algorithms can be used for classification and recognition.)
- 2020-07-01 20:00:02下载
- 积分:1
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K-means代码
KMEANS代码段,用于图像分割,已配置完成(KMEANS,use to achieve image segmentation)
- 2019-05-30 10:16:59下载
- 积分:1
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HUinvmoments
说明: HU的七个不变矩,每个文件是一个子程序,对应冈萨雷斯的数字图像处理教程的(HU)
- 2008-10-02 11:25:58下载
- 积分:1
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Special-Project
图像相似性检测的PPT,比较全面的总结,对主要用到的特征提取和特征匹配算法都有基本的介绍。(Image similarity detection of PPT, a more comprehensive summary of the main use of the feature extraction and feature matching algorithm has the basic
The introduction.)
- 2011-12-28 03:51:30下载
- 积分:1
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提取特定区域v3
基于matlab的CT图像处理,提取感兴趣的区域,并染色。计算面积(Based on matlab CT image processing, extract the region of interest and dyed. Calculate the area)
- 2020-12-02 15:29:25下载
- 积分:1
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MATLAB
求解声压级,总声压,三分之一倍频程,倍频程,能量谱密度(get one third octave)
- 2021-03-16 13:29:21下载
- 积分:1
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unwrapfile
说明: 用于相位解缠,提供好的解缠方法和解缠效果,能够更好的得到真实值(For phase unwrapping, unwrapping methods provide good wrapped around the effect of reconciliation that can better be the true value)
- 2008-11-04 14:14:36下载
- 积分:1
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G_s_tran
用matlab实现的基于广义S变换的图像去噪分型处理方法,简单易读(Using matlab realize the generalized S transform-based image denoising typing treatment methods, a simple easy-to-read)
- 2008-06-29 08:40:33下载
- 积分:1
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guituxingzhuanghuan
gui图形界面导入多张图片并转换为偏振图(gui graphical interface to import multiple images and convert polarizing figure)
- 2020-06-29 01:20:01下载
- 积分:1
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thresholddenoise
小波软阈值去噪的MATLAB代码,输入噪声均值就可得出含噪图像和去噪图像,同时得出峰值信噪比.(Wavelet soft-threshold denoising of MATLAB code, the mean input noise with noise will get the images and de-noising images, peak signal to noise ratio obtained at the same time.)
- 2007-11-22 18:17:45下载
- 积分:1