Ear Identification Based on KICA and SVM

被引：0

作者：

Wu He-lei ^{[1
]}

Wang Qian ^{[1
]}

Shen Hua-jun ^{[1
]}

Hu Ling-yan ^{[1
]}

机构：

[1] Nanchang Univ, Nanchang 330013, Peoples R China

来源：

PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL IV | 2009年

关键词：

ALGORITHMS;

D O I：

10.1109/GCIS.2009.278

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper gives a research in ear identification After giving an introduction about Independent Components Analysis(ICA), the paper put forward an improved Kernel Independent Components Analysis(KICA) which can be described as a combination of KPCA and ICA to extract features, And use Support Vector Machine(SVM) with Gaussian radial basis Junction(GRBF) for ear classification. The experiments results show the method in the paper gives a high recognition rate compared to ICA method.

引用

页码：414 / 417

页数：4

共 50 条

[31] Lithologic Character Identification Based on QPSO-SVM
Wang Wuli
Ma Hai
Wang Yanjiang
PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 2254 - +
[32] Rice Identification and Classification System Based on SVM Algorithm
Xu, Jiaxin
Wang, Xuetian
Gao, Hongmin
Zhai, Ziming
Li, Runchao
2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT), 2022,
[33] Material Intelligent Identification based on Hyperspectral Imaging and SVM
Dai, Shijie
Gao, Zhibin
Shi, Zhiyuan
Huang, Lianfen
2015 FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE THEORY, SYSTEMS AND APPLICATIONS (CCITSA 2015), 2015, : 69 - 72
[34] Identification of Corn Varieties Based on Bayesian Optimization SVM
Feng Rui-jie
Chen Zheng-guang
Yi Shu-juan
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42 (06) : 1698 - 1703
[35] Biometric Identification Based on Feature Fusion with PCA and SVM
Lefkovits, Laszlo
Lefkovits, Szidonia
Emerich, Simina
TENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2017), 2018, 10696
[36] Study on Corn Disease Identification Based on PCA and SVM
Liu, Zixi
Du, Zhixiong
Peng, Yue
Tong, Ming
Liu, Xiaoyu
Chen, Weicong
PROCEEDINGS OF 2020 IEEE 4TH INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2020), 2020, : 661 - 664
[37] Speaker identification based on Multi-Reduced SVM
Li, Ming
Liu, Xueyan
Wu, Fuwen
FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS, 2007, : 371 - +
[38] Reduction of Multidimensional Image Characteristics Based on Improved KICA
Jia Dongyao
Ai Yanke
Zou Shengxiong
JOURNAL OF APPLIED MATHEMATICS, 2014,
[39] A source camera identification method based on the combination of OC-SVM and MC-SVM
Wang, Bo
Kong, Xiangwei
Fu, Haiyan
Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2009, 46 (09): : 1456 - 1461
[40] Signal denoising method based on KICA by noise components
Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment, Hunan University of Science and Technology, Xiangtan 411201, China
Appl. Mech. Mater., (269-273):

← 1 2 3 4 5 →