登录
首页 » Python » PCA

PCA

于 2021-01-28 发布 文件大小:3KB
0 359
下载积分: 1 下载次数: 14

代码说明:

  主成分分析 ( Principal Component Analysis , PCA )或者主元分析。是一种掌握事物主要矛盾的统计分析方法,它可以从多元事物中解析出主要影响因素,揭示事物的本质,简化复杂的问题。计算主成分的目的是将高维数据投影到较低维空间。给定 n 个变量的 m 个观察值,形成一个 n ′ m 的数据矩阵, n 通常比较大。对于一个由多个变量描述的复杂事物,人们难以认识,那么是否可以抓住事物主要方面进行重点分析呢?如果事物的主要方面刚好体现在几个主要变量上,我们只需要将这几个变量分离出来,进行详细分析。但是,在一般情况下,并不能直接找出这样的关键变量。这时我们可以用原有变量的线性组合来表示事物的主要方面, PCA 就是这样一种分析方法。(Principal component analysis (Principal Component Analysis, PCA) or PCA. Is a statistical method to grasp the principal contradiction of things, it can be resolved diverse things out the main factors, revealing the essence of things, simplifying complex problems. The purpose of calculating the main component of high-dimensional data is projected to a lower dimensional space. Given n variables of m observations, forming an n ' m of the data matrix, n is usually large. For a complex matters described by several variables, it is difficult to know, so if you can grab something to focus on key aspects of analysis? If the main aspects of things just reflected on several key variables, we only need to separate out these few variables, for detailed analysis. However, in general, does not directly identify this critical variables. Then we can represent the major aspects of things with a linear combination of the original variables, PCA is one such analysis.)

文件列表:

PCA
...\.project,374,2015-03-13
...\.pydevproject,435,2015-03-13
...\src
...\...\data.txt,3103,2015-03-14
...\...\main.py,901,2015-03-14

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • DOE (2)
    衍射光学光束整形元件设计 目标:在透镜后焦面上实现图形的光强分布 实现: 1、波长、衍射光学元件口径、形状、入射波前、二维目标分布及尺寸等都可自行设定; 2、对相位进行8台阶量化,重新计算; 3、更换输出面的采样间隔,重新计算。(Design of Diffraction Optical Beam Shaping Element Objective: To realize the intensity distribution of the pattern on the focal plane behind the lens. Realization: 1. Wavelength, aperture, shape, incident wavefront, two-dimensional target distribution and size of diffractive optical elements can be set by themselves. 2. The phase is quantized by 8 steps and recalculated. 3. Replace the sampling interval of the output surface and recalculate it.)
    2019-03-22 15:54:25下载
    积分:1
  • 利用聚类技术实现纹理分割
    说明:  a)针对合成纹理图像(共有4 个合成纹理图像,见文件夹: Texture_mosaic_data)中每一个像素提取纹理特征向量; b)利用聚类技术(推荐用k‐均值聚类,可以从网上查找原码)对特征向 量空间中的点进行聚类,类别数可根据图像中的实际纹理类数确定。最后把类 属标签映射成图像形式显示(如下图,其中b、d、f、h 为相应的基准分割图像)。(A) for synthetic texture images (there are 4 synthetic texture images in total, see the folder: Texture feature vector is extracted from every pixel in texture; B) use clustering technology (K-means clustering is recommended, and the original code can be found on the Internet) to search the feature direction The number of categories can be determined according to the actual number of texture classes in the image. Last class The generic label is mapped to an image (as shown in the figure below, where B, D, F, h are the corresponding reference segmentation images).)
    2020-12-06 17:59:22下载
    积分:1
  • License-plate-correction
    车牌矫正,对于一写不够标准的车牌进行矫正,让车牌更容易被分割(Plate correction, not enough for a standard license plate write to correct, so more likely to be split plate)
    2015-05-21 15:48:47下载
    积分:1
  • Harris
    构建了一种新的Harris多尺度角点检测算法,角点的图像配准算法的配准精度(Construction of a new multi-scale Harris corner detection algorithm, corner of the image registration algorithm for registration accuracy)
    2007-11-24 19:16:55下载
    积分:1
  • interp
    用于图象的复原处理,可以对多张同样角度拍摄的图片进行分析,得到清晰的放大图. superresulution(Rehabilitation treatment for the image can be more than the same angle picture taken for analysis have been given clear Enlargement. superresulution)
    2020-11-30 21:39:29下载
    积分:1
  • TextureFeatureExtraction
    基于灰度共生矩阵的纹理特征提取,输出为图像四个方向共十六个特征值(Gray-level co-occurrence matrix based texture feature extraction, the output image in four directions for a total of 16 eigenvalues)
    2008-04-14 12:48:24下载
    积分:1
  • just-noticeable-difference
    用于计算图像每个像素点的恰可识别阈值(JND),该模型为Chou所提出。(This model was used to estimation the just-noticeable difference of pixel in image, which was proposed by Chou.)
    2009-07-15 15:24:28下载
    积分:1
  • add_noising
    说明:  my_noise文件是已知信号方差,加入信号噪声,可以加入高斯噪声,淑盐噪声,等其他噪声十分有用 其他两个函数时加入噪声信噪比SNR,但是有一点,这种方法并不准确,不能保证加入噪声信噪比为SNR,实际测试中可以看出,但是可以加入相同的信噪比的噪声(my_noise document is known to signal variance, by adding signal noise, Gaussian noise can be added, suk salt noise, noise, and other very useful function when the other two noise signal to noise ratio SNR, but there is one point, this method is not accurate , can not be guaranteed by adding the noise signal to noise ratio for the SNR, the actual test can be seen, but can join the same noise signal to noise ratio)
    2008-10-06 13:19:56下载
    积分:1
  • shipin
    利用改进的ostu即最大类间方差方法进行视频图像二值化(Ostu that the use of improved Otsu method of video image binarization)
    2009-01-02 21:37:23下载
    积分:1
  • blind
    利用盲卷积图像复原方法,对模糊图像进行图像复原,可以达到比较好的效果。(Blind deconvolution image restoration)
    2009-07-06 11:17:28下载
    积分:1
  • 696516资源总数
  • 106914会员总数
  • 0今日下载