-
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
-
histeqgray
说明: 直方图均衡化,直方图均衡化vc++源代码(histogramequalization)
- 2009-09-03 23:52:55下载
- 积分:1
-
tqwt_matlab_toolbox
品质因子可调的离散小波变换工具箱,可通过参数灵活控制小波函数的频域窗宽(Discrete wavelet transform toolbox with quality factor adjustable, flexible control parameters through the wavelet function in the frequency domain window width)
- 2011-12-20 09:52:00下载
- 积分:1
-
IHS_fusion
ihs融合方法,比较好用,测试通过,大家可以试试~(ihs fusion methods, better quality, tested, we can try ~)
- 2010-06-22 22:24:57下载
- 积分:1
-
An-efficient-3-D-near-field-ISAR-algorithm
三维逆合成孔径雷达成像算法研究,国外牛人写的,国内下不来,我们教研室托关系在国外下载的(An efficient 3-D near-field ISAR algorithm)
- 2021-04-07 22:49:01下载
- 积分:1
-
fcm
转载一个基于FCM的图像分割matlab源代码,初学者可以参考。(Reprint of an FCM-based image segmentation matlab source code, can refer to beginners.)
- 2008-12-24 10:35:01下载
- 积分:1
-
Image_Rotation
图像旋转的MATLAB文件,角度可以定义,例子中包含了M源程序以及转换的图片。(MATLAB file image rotation, angle can be defined, for example, contains M as well as the conversion of the image source.)
- 2008-08-15 13:58:47下载
- 积分:1
-
Road-Extraction
说明: 遥感图像的道路提取。基于数学形态学处理的道路提取(Road Extraction from Remote Sensing Images)
- 2019-03-27 21:19:15下载
- 积分:1
-
Adaboost
说明: 这是一个比较实用的ADBOOST算法的源代码,它是比较准确,希望大家喜欢。(This is a more practical algorithm ADBOOST source code, it is more accurate, I hope you like.)
- 2009-08-21 12:59:41下载
- 积分:1
-
IEEEchapter
关于图像配准的经典外文文献,影响因子很高(on the registration of foreign classic literature, high impact factor)
- 2006-10-24 10:42:12下载
- 积分:1