Kernel-based classifier for iris recognition

被引：0

作者：

Shao, Shuai ^{[1
]}

Xie, Mei ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Inst Elect Engn, Chengdu 610054, Peoples R China

来源：

2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4 | 2006年

基金：

中国国家自然科学基金;

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Kernel-based nonlinear feature extraction and classification algorithms are a popular new research direction in machine learning and widely used in many fields. Firstly, we will give an overview of kernel Fisher discriminant analysis anti Support Vector Machine, and then the description of multi-class classification method applied for them. The performance of these two classification method is analyzed on CASIA II database.

引用

页码：2432 / +

页数：2

共 50 条

[1] Handwritten digit recognition with kernel-based LVQ classifier in input space
Lv, HR
Wang, WY
[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 2, PROCEEDINGS, 2005, 3497 : 203 - 208
[2] A kernel-based classifier on a Riemannian manifold
Loubes, Jean-Michel
Pelletier, Bruno
[J]. STATISTICS & RISK MODELING, 2008, 26 (01) : 35 - 51
[3] Kernel-based decision cluster classifier
Sun, Zhaocai
Liu, Zhi
Li, Yan
Su, Hanjing
[J]. ICIC Express Letters, 2010, 4 (04): : 1223 - 1229
[4] Face recognition applying a kernel-based representative and discriminative nonlinear classifier to eigenspectra
Liu, BY
Zhang, J
[J]. 2005 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, PROCEEDINGS: VOL 1: COMMUNICATION THEORY AND SYSTEMS, 2005, : 964 - 968
[5] Compact quantum kernel-based binary classifier
Blank, Carsten
da Silva, Adenilton J.
de Albuquerque, Lucas P.
Petruccione, Francesco
Park, Daniel K.
[J]. QUANTUM SCIENCE AND TECHNOLOGY, 2022, 7 (04):
[6] The theory of the quantum kernel-based binary classifier
Park, Daniel K.
Blank, Carsten
Petruccione, Francesco
[J]. PHYSICS LETTERS A, 2020, 384 (21)
[7] REDUCING BOUNDARY EFFECTS IN A KERNEL-BASED CLASSIFIER
GONG, P
[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1994, 15 (05) : 1131 - 1139
[8] The relationship between kernel and classifier fusion in kernel-based multi-modal pattern recognition: An experimental study
Windridge, David
Mottl, Vadim
Tatarchuk, Alexander
Eliseyev, Andrey
[J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3594 - +
[9] Kernel-based face recognition by a reformulation of kernel machines
Navarrete, P
del Solar, JR
[J]. ADVANCES IN SOFT COMPUTING: ENGINEERING DESIGN AND MANUFACTURING, 2003, : 183 - 195
[10] A kernel-based centroid classifier using hypothesis margin
Li, Ximing
Ouyang, Jihong
Zhou, Xiaotang
[J]. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2016, 28 (06) : 955 - 969

← 1 2 3 4 5 →