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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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PC20121224
先进行图像的预处理,采用中值滤波,梯度增强。基于边缘帧差法实现前景检测(first image preproceing,the median filtering,grdient enhancement。based on edge detection method of frame to realiase prospect)
- 2012-12-25 17:28:48下载
- 积分:1
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uged
换热器模型的MATLAB实现,可用于工程计算,还可以用于教学演示(Heat exchanger model of MATLAB and can be used for engineering calculation, and can also be used for teaching demonstration)
- 2017-08-13 06:23:33下载
- 积分:1
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xiaoboyy
图像去噪,小波硬阈值滤波,sym4小波基函数(Image denoising and hard threshold wavelet filtering, sym4 wavelet basis function
)
- 2013-12-07 21:37:26下载
- 积分:1
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senkin
CHEMKIN-III package. Gas mixture sensitivity analysys.
- 2020-12-19 17:19:10下载
- 积分:1
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li5-23
使用函数wbmpen获取小波去噪阈值,然后使用函数wbmpen实现信号去噪(Use function wbmpen threshold for wavelet de-noising, and then use the function wbmpen for signal denoising)
- 2021-02-24 20:49:39下载
- 积分:1
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CorreMatch
图像的简单匹配程序,在左影像上点一点,然后使用相关系数法在右影像上进行全局遍历,找到相关系数最大的点,设为匹配的目标点。(Simple image matching program, the image on the left point a little, and then use the correlation coefficient on the right image globally traversal, find the maximum point of the correlation coefficient, to match the target point.)
- 2021-03-05 12:19:31下载
- 积分:1
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CV1
说明: 属于图像分割的一种,利用matlab实现CV型,可以当function使用。其中包含图片,可以进行使用。(It belongs to one kind of image segmentation, and uses MATLAB to realize CV type, which can be used as function.It contains pictures, which can be used.)
- 2019-04-16 21:59:34下载
- 积分:1
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hsvyszft00
传统的HSV空间颜色特征提取算法,量化为8H3S3V.(HSV color space for the traditional feature extraction algorithm, to quantify 8H3S3V.)
- 2010-03-16 09:14:53下载
- 积分:1
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互信息图像配准
基于图像互信息计算的图像配准方法,互信息为配准带来更高精度(Image registration method based on image mutual information calculation, mutual information brings higher precision to registration)
- 2018-11-10 21:17:47下载
- 积分:1