Citation: | SUN Li-ping, CHEN Guo, TAN Zhen-zhen. Image feature extraction from wavelet scalogram based on kernel principle component analysis[J]. Journal of Traffic and Transportation Engineering, 2009, 9(5): 62-66. doi: 10.19818/j.cnki.1671-1637.2009.05.011 |
[1] |
PENG Z, HE Y, LU Q, et al. Feature extraction of the rub-i mpact rotor systemby means of wavelet analysis[J]. Journal of Sound and Vibration, 2003, 259(4): 1000-1010. doi: 10.1006/jsvi.2002.5376
|
[2] |
彭志科, 何永勇, 褚福磊. 小波尺度谱在振动信号分析中的应用研究[J]. 机械工程学报, 2002, 38(3): 122-126. https://www.cnki.com.cn/Article/CJFDTOTAL-JXXB200203026.htm
PENG Zhi-ke, HE Yong-yong, CHU Fu-lei. Using wavelet scalogramfor vibration signals analysis[J]. Chinese Journal of Mechanical Engineering, 2002, 38(3): 122-126. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JXXB200203026.htm
|
[3] |
陈果, 邓堰. 转子故障的连续小波尺度谱特征提取新方法[J]. 航空动力学报, 2009, 24(4): 793-798. https://www.cnki.com.cn/Article/CJFDTOTAL-HKDI200904014.htm
CHEN Guo, DENG Yan. New approach of features extraction for rotor faults from continuous wavelet transforms calogram[J]. Journal of Aerospace Power, 2009, 24(4): 793-798. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-HKDI200904014.htm
|
[4] |
侯敬宏, 黄树红, 申弢, 等. 基于小波分析的旋转机械振动信号定量特征研究[J]. 机械工程学报, 2004, 40(1): 131-135. https://www.cnki.com.cn/Article/CJFDTOTAL-JXXB200401025.htm
HOU Jing-hong, HUANG Shu-hong, SHEN Tao, et al. Wavelet-based quantitative analysis of vibration signal of rotary machines[J]. Chinese Journal of Mechanical Engineering, 2004, 40(1): 131-135. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JXXB200401025.htm
|
[5] |
SCHOLKOPF B, SMOLA A, MULLER K R. Nonlinear component analysis as a kernel eigenvalue problem[J]. Neural Computation, 1998, 10(5): 1299-1319. doi: 10.1162/089976698300017467
|
[6] |
KI M KI, JUNG K, KI M HJ. Face recognition using kernel principal component analysis[J]. IEEE Signal Processing Letters, 2002, 9(2): 40-42. doi: 10.1109/97.991133
|
[7] |
MALHI A, GAO R X. PCA-based feature selection scheme for machine defect classification[J]. IEEE Transactions on Instrumentation and Measurement, 2004, 53(6): 1517-1525.
|
[8] |
HE Qian, LIU Yi-bing, PENG Lu. Kernel principal components analysis for earlyidentification of gear tooth crack[C]∥IEEE. Proceedings of the6th World Congress on Intelligent Control and Automation. Dalian: IEEE, 2006: 5748-5751.
|
[9] |
李巍华, 廖广兰, 史铁林. 核函数主元分析及其在齿轮故障诊断中的应用[J]. 机械工程学报, 2003, 39(8): 65-70. https://www.cnki.com.cn/Article/CJFDTOTAL-JXXB200308013.htm
LI Wei-hua, LI AO Guang-lan, SHI Tie-lin. Kernel principal component analysis andits applicationin gear fault diagnosis[J]. Chinese Journal of Mechanical Engineering, 2003, 39(8): 65-70. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JXXB200308013.htm
|
[10] |
陈果. 基于遗传算法的支持向量机分类器模型参数优化[J]. 机械科学与技术, 2007, 26(3): 347-350. doi: 10.3321/j.issn:1003-8728.2007.03.019
CHEN Guo. Opti mizing the parameters of support vector machines classifier model based on genetic algorithm[J]. Mechanical Science and Technology, 2007, 26(3): 347-350. (in Chinese) doi: 10.3321/j.issn:1003-8728.2007.03.019
|