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文件详细说明了pca算法程序的设计步骤,并对每一步骤有代码说明-Document details the procedures for the design of PCA algorithm steps, and each step has the code description
Update : 2025-02-17 Size : 5kb Publisher : 海礁

做模式分类时(例如指纹识别,人脸识别),一个需要处理的难题是维数非常大,人脸往往是百万维的,目前计算机的能力还不足以快速地计算这么高维的数据。pca是一中降维的方法,用它可以把高维数据映射到一个维数较低的空间上考虑。-To do pattern classification (for example, fingerprint identification, face recognition), a need to deal with the problem is very large dimension, often millions of people face-dimensional, the current capacity of the computer fast enough to calculate such a high-dimensional data. PCA is a dimensionality reduction of the method, it can be high dimensional data is mapped to a lower dimension space to consider.
Update : 2025-02-17 Size : 1kb Publisher : 李志焕

用于指纹检测等,利用图像的梯度方向,获得局部主导方向。Principal Component Analysis (PCA),包含有高斯金字塔分层,SVD奇异值分解,内含测试图像-Used for fingerprint detection, etc. Using the gradient direction of image to get local leading direction. Principal Component Analysis (PCA), contains a gaussian pyramid stratification, SVD singular value decomposition, containing test image.
Update : 2025-02-17 Size : 238kb Publisher : liuguorong

The file gives the fingerprint processing. the fingerprint recognition is made after processing the fingerprint images. for feature extraction pca algorithm is used
Update : 2025-02-17 Size : 2.66mb Publisher : padmapriya
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