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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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NJNUAYAARPOWER
marburg.c
用Burg算法求AR模型的参数。
mar1psd.c
由AR模型参数得到功率谱。
maryuwa.c
用Levinson算法求解Yule-Walker方程以得到 阶AR模型的参数 。
(marburg.c using Burg algorithm for AR model parameters. mar1psd.c by the AR model parameters obtained power spectrum. Levinson algorithm maryuwa.c with Yule-Walker equation in order to get rank AR model parameters.)
- 2020-07-02 04:20:01下载
- 积分:1
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BGS
说明: 基于各种算法的运动视频背景消除。使用opencv工具库,通过读取视频文件,处理视频,最后存储。(Background Subtract Algorithm)
- 2010-04-20 10:37:13下载
- 积分:1
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extract_angle-point
采用Harris原理提取角点,并将角点坐标写入txt文档以便后续处理,附处理前后图片(Principle extracted using Harris corner, corner point coordinates and write txt document for subsequent processing, with before and after pictures)
- 2020-06-29 17:40:02下载
- 积分:1
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PMFFT
PMF FFT捕获技术性能仿真,分段匹配滤波法和改进算法相比较(FFT PMF capture technology performance simulation, segmented matching filter and improved algorithm comparison)
- 2021-03-08 21:29:28下载
- 积分:1
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wlan
图像编辑控件,图像编辑控件图像编辑控件图像编辑控件(Image Edit Control)
- 2011-11-25 14:55:58下载
- 积分:1
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imm-sift-生成全景图
说明: 使用sift进行的图像拼接,matlab语言实现(Image mosaic using sift)
- 2020-07-05 18:58:00下载
- 积分:1
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Matlab_code
含有Matlab的各种程序和代码,包括图像分割、模式识别、文字识别等。并且含有初学者入门的代码。(Matlab contains the various procedures and code, including image segmentation, pattern recognition, text recognition. And contain the code entry for beginners.)
- 2008-06-09 11:58:52下载
- 积分:1
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code
说明: 无下采样的contourlet变换阈值去噪;
无下采样的contourlet变换matlab7.0工具箱(No down-sampling of Contourlet Transform Thresholding Denoising without down-sampling the transform Contourlet matlab7.0 Toolbox)
- 2008-11-11 13:12:59下载
- 积分:1
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isar_code_new
ISAR点目标RD成像算法,距离向包络对齐,多普勒中心相位补偿(Algorithm for ISAR point target imaging)
- 2021-04-21 16:48:50下载
- 积分:1