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kPCA_v2.0
Principal component analysis (PCA) is a popular tool for linear dimensionality reduction and feature extraction. Kernel PCA is the nonlinear form of PCA, which is promising in exposing the more complicated correlation between original high-dimensional features. In this paper, we first talk about the basic ideas of PCA and kernel PCA, and then focus on the reconstruction of pre-images for kernel PCA. We also give an introduction on how PCA is used in active shape models (ASMs), and discuss how kernel PCA can be applied to improve traditional ASMs. Then we show some experiment results to compare the performance of kernel PCA and traditional PCA for pattern classification. We also implement the kernel PCA-based ASMs, and use it to construct human face models.
- 2020-09-20 10:47:53下载
- 积分:1
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捷联惯导仿真程序
惯性导航系统仿真算法程序,捷联惯导仿真程序,包含四元数更新,姿态角更新,速度位置更新等(Inertial navigation system simulation algorithm program, the strapdown inertial navigation simulation program, includes quaternion update, update attitude Angle, position update speed, etc
)
- 2014-05-07 11:50:37下载
- 积分:1
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finalm1
speed controller system for permanent magnet synchrounus motor by pq theory or filed orinted control
- 2017-12-10 20:15:30下载
- 积分:1
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blind
blind syncronisation
- 2009-03-12 12:54:04下载
- 积分:1
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Gravimetry_processing
Gaussian Correction for Gravimetry processing in matlab
- 2010-02-17 03:44:37下载
- 积分:1
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matlab2-dimensional-image
matlab2维图像的有关知识 希望对大家有用(matlab2 dimensional image of the knowledge )
- 2011-04-26 11:38:35下载
- 积分:1
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KalmanTest
Kalman滤波器的MATLAB实现,老师上课给的范例程序,大家可以研究研究(Kalman Filter MATLAB, the teacher in the class for an example of procedures, We can study a)
- 2007-03-02 18:57:08下载
- 积分:1
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EBooks
Five very good books. They are A Novel Method to Analyze Electromagnetic Scattering of Complex Objects, matlab&GUI, Win32 API Reference for HLA, Monte carlo strategy in scientific computation, Data structure and C++ algortihms.
- 2011-08-19 06:24:58下载
- 积分:1
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pidnn_test
matlab2011 64位 win7系统 PIDNN test(matlab2011 64bit win7)
- 2013-07-28 11:01:46下载
- 积分:1
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MATLAB-7.0-Mastering
MATLAB+7.0从入门到精通-D0613075,里面有2-15章所有的程序。(MATLAB+7.0 Mastering,including 2-15 Chapter program)
- 2011-10-09 20:47:54下载
- 积分:1