-
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
-
meanshift
经典的meanshift跟踪算法,很好的跟踪框架,注释详细。(Meanshift classical tracking algorithm, a good tracking framework, detailed notes.)
- 2010-06-12 10:43:20下载
- 积分:1
-
contourlet--image-denoising
使用contourlet变换对图像进行去噪处理(Image denoising using contourlet transform)
- 2014-04-03 11:32:29下载
- 积分:1
-
matlabimageprocession
matlab可以用来做小波变换的图像处理代码,可以用来做图像分割,融合。(matlab wavelet transform can be used to make the image processing code, can be used to make image segmentation, integration.)
- 2008-05-27 13:20:54下载
- 积分:1
-
TheuseandyanjiuofAdaptivefilter
该文档是自适应信号处理研究的一篇研究生毕业论文,介绍了自适应的几种常见算法,如LMS,NLMS等等,并在最后有相关的MATLAB程序(LMS程序 自适应滤波器,陷波器,分离器等程序)可以作为自适应信号处理初学者的参考资料(This document is an adaptive signal processing graduate thesis introduces several common adaptive algorithms, such as LMS, NLMS, etc., and the final program has an associated MATLAB (LMS process adaptive filter, notch , splitters and other procedures) can be used as a reference adaptive signal processing information for beginners)
- 2010-11-12 10:07:56下载
- 积分:1
-
MATLAB_
说明: 能够实现对生物芯片的识别和图像处理,识别有效芯片区域,读取阴性和阳性点分布和数量。(It can realize the recognition and image processing of biochip, identify the effective chip area, read the distribution and number of negative and positive points.)
- 2020-07-17 21:08:48下载
- 积分:1
-
BM3D
本人收集的BM3D资料,包括文献,代码,实验效果图,希望对大家有用(I collected BM3D information, including documentation, code, experimental results map, want to be useful)
- 2011-08-23 11:37:49下载
- 积分:1
-
densecrf-master
应用条件随机场进行图像分割
使用方法:将pydensecrf-py27或pydensecrf-py35重命名为pydensecrf,放入C:Program FilesAnaconda3Libsite-packages
运行:python inference.py im1.png anno1.png out.png(Renameing the file "pydensecrf-py27" or
"pydensecrf-py35" to the new name "pydensecrf"
Puting this file "pydensecrf" in this directory "C:Program FilesAnaconda3Libsite-packages"
cd examples/
python inference.py im1.png anno1.png out.png)
- 2020-11-25 15:49:32下载
- 积分:1
-
Basic-image-processing
读取256色,真彩色图像,分别显示,图像灰度化,二值化,直方图,直方图均衡化(Read 256 colors, true color images were displayed image graying, binarization, histogram, histogram equalization)
- 2014-06-05 15:19:39下载
- 积分:1
-
Edge-Detection-Algorithm
图像边缘检测,实现了几种边缘检测算法,像Roberts,Sobel,Prewitt,Canny等(Edge detection, edge detection algorithm to achieve several, such as Roberts, Sobel, Prewitt, Canny, etc.)
- 2021-03-17 08:49:21下载
- 积分:1