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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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CxImage
说明: VC++ 图像处理类库CxImage源代码,CxImage是一个可以用于MFC 的C++类,可以打开,保存,显示,转换各种格式的图像文件,比如BMP, JPEG, GIF, PNG, TIFF, MNG, ICO, PCX, TGA, WMF, WBMP, JBG, J2K 等格式的文件。可以实现BMP<->JPG,PNG <>TIFF格式等等的转换。
(VC++ image processing library CxImage source code, CxImage is a can be used MFC' s C++ classes, you can open, save, display, convert various formats of image files, such as BMP, JPEG, GIF, PNG, TIFF, MNG, ICO, PCX, TGA, WMF, WBMP, JBG, J2K and other formats. Can achieve BMP < -> JPG, PNG < > TIFF format conversion, etc..)
- 2011-04-08 12:16:37下载
- 积分:1
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CV-Active-contour-model
实现论文 Active Contours without Edges 中提出的CV活动轮廓模型,用于分割图像。(To achieve paper Active Contours without Edges, in the CV active contour model for image segmentation.)
- 2012-05-03 19:17:14下载
- 积分:1
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nmfsc
基于梯度下降的稀疏约束 NMF 算法(NMFsc),之前pudn上也有类似的,但缺少一个程序,这里面都包括了
(Based on gradient descent sparse constraint NMF algorithm (NMFsc), before the pudn has a similar, but the lack of a program, there are included)
- 2020-11-01 20:49:54下载
- 积分:1
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UpgradeReport
利用回转窑生产氧化铝的工艺中,提出了一种新的基于SVR(支持向量回归)的烧成带温度软测量方法。即首先对从回转窑采集到的烧结图像进行预处理,消除噪声的干扰;然后利用大津方法分割出物料区和火焰区,并提取这些区域的图像特征;其次利用基于SVR方法建立的烧成带温度模型计算温度值;参数计算.(The use of alumina rotary kiln production process, a new-based SVR (support vector regression) of the burning zone temperature soft measurement method. That is first collected from the rotary kiln sintering image pre-processing to eliminate noise interference Otsu method and then use the materials division of the district and flame zones, and extraction of image features in these regions SVR-based method followed by the establishment of the burning zone temperature model temperature parameters.)
- 2008-05-20 16:07:55下载
- 积分:1
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gaussian-sobel-pyramid
对图像进行高斯滤波后再提取边缘 对图像进行金字塔各层图像进行sobel提取边缘。
内附有原图,处理后的效果图及程序结果说明。(Gaussian filter and the image edge extraction layers of the image pyramid image sobel edge extraction. Enclosed is the original deal with the effects of plans and procedures after the results show.)
- 2011-04-19 19:58:47下载
- 积分:1
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LKPR-marzat
光流法,经典的LKPR-marzat算法,适合研究光流法的学者使用,可执行,无错误 (Optical flow method, the classic LKPR-marzat algorithm, for research scholars to use optical flow method, executable, error-free)
- 2021-04-10 23:18:58下载
- 积分:1
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ROC--AUC
数字图像处理中对分类器优劣的判定常用的ROC/ACU源码。希望对你有用。(The ROC/ACU source code commonly used in the determination of the quality of the classifier in digital image processing. I hope useful to you.)
- 2017-04-12 10:36:41下载
- 积分:1
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256453
图像自定义选区取图源码例程程序结合易语言扩展界面支持库和操作系统界面功能支持库,实现图像自定义选区功能。(Custom image taken Figure source selection routine program combining easy language support library expansion interface and operating system interface features support library that implements a custom image selection feature.)
- 2017-03-18 18:22:35下载
- 积分:1
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Log_MergerSharp001
Log整合功能. 自動整理紀錄檔部份檔案.(Log Arrange. Auto Message.)
- 2013-10-21 13:45:09下载
- 积分:1