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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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matlab
LEACH算法在MATLAB环境中的仿真,能出结果的哦(LEACH algorithm simulation in MATLAB environment, oh, what can the results)
- 2010-06-06 01:09:15下载
- 积分:1
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final77
Performance of multiuser CDMA
- 2010-01-24 21:53:21下载
- 积分:1
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corner-detection-
该程序是包含多种角点提取的方法,如harris-laplace、susan等(The program includes a variety of corner detection is the method, such as the harris-laplace, susan, etc.)
- 2011-05-10 16:02:16下载
- 积分:1
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dtssthry
frequency response of first order discrete time systems.
- 2011-07-31 15:15:40下载
- 积分:1
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shock_filters
三种冲击滤波器的matlab实现与比较:Comparing 3 shock filters: Osher-Rudin [OR90], Alvarez-Mazorra [AM94] and Gilboa-Sochen-Zeevi [GSZ02eccv,GSZ04pami]. (three shocks Filter Implementation of Matlab and comparison : Comparing three shock filters : Osher- RUDIN [OR90] Alvarez-Mazorra [AM94] and Gilboa-Sochen- Ze Plav [GSZ02eccv, GSZ04pami].)
- 2021-04-21 21:28:49下载
- 积分:1
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dt_nonliner
此程序是一个动态的非线性的滤波器程序,对编程人员的能力要求比较高(This program is a dynamic non-linear filter program, the programmer the ability to require a relatively high)
- 2012-08-02 21:26:26下载
- 积分:1
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aided_ins_15_state
本程序是通过对gps全球定位系统的卡尔曼滤波,获得较为准确的结果。(This program is through the GPS system, Kalman filtering, to obtain more accurate results.)
- 2012-01-02 09:56:52下载
- 积分:1
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Cell-tracking
自己编程实现对通道里的细胞的跟踪,标注,计算,并计算细胞的面积、周长、个数、并能判断2种细胞(Their programming implementation of the cells in the channel tracking, tagging, computing, and calculate the cell area, perimeter, number, and can determine two kinds of cells)
- 2014-04-02 16:08:22下载
- 积分:1
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LNH25_SW_driver_guideline
LNBH25/26 SW control guideline.
SW driver for STV0910 and STV0913 NIM.
- 2013-12-31 23:13:11下载
- 积分:1