Multimodal Biometric Recognition Based on Complex KFDA

被引：0

作者：

Wang, Zhifang ^{[1
]}

Li, Qiong ^{[1
]}

Niu, Xiamu ^{[1
]}

Busch, Christoph ^{[2
]}

机构：

[1] Harbin Inst Technol, Harbin 150001, Peoples R China

[2] Gjovik Univ Coll, NISlab, N-2802 Gjovik, Norway

来源：

FIFTH INTERNATIONAL CONFERENCE ON INFORMATION ASSURANCE AND SECURITY, VOL 2, PROCEEDINGS | 2009年

基金：

中国国家自然科学基金;

关键词：

FRAMEWORK;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

A novel multimodal biometric recognition algorithm based on complex kernel Fisher discriminant analysis (complex KFDA) is proposed. Complex KFDA exploits two phases to generalize KFDA and perform classification for the fusion feature set: complex KPCA phis complex LDA. As two distinct biometric modals, the features of iris and face are fused in parallel to test our algorithm. Experimental results show that the proposed algorithm achieves much better performance than other conventional multimodal biometric algorithms.

引用

页码：177 / +

页数：2

共 50 条

[21] A Multimodal Biometric Recognition System Based on Fusion of Palmprint, Fingerprint and Face
Chaudhary, Sheetal
Nath, Rajender
2009 INTERNATIONAL CONFERENCE ON ADVANCES IN RECENT TECHNOLOGIES IN COMMUNICATION AND COMPUTING (ARTCOM 2009), 2009, : 596 - 600
[22] Possibilistic Modeling Palmprint and Fingerprint based Multimodal Biometric Recognition System
Bellaaj, Majd
Boukhris, Randa
Damak, Alima
Sellami, Dorra
2016 SECOND INTERNATIONAL IMAGE PROCESSING, APPLICATIONS AND SYSTEMS (IPAS), 2016,
[23] A Federated Attention-Based Multimodal Biometric Recognition Approach in IoT
Lin, Leyu
Zhao, Yue
Meng, Jintao
Zhao, Qi
SENSORS, 2023, 23 (13)
[24] Cascade-based Multimodal Biometric Recognition System with Fingerprint and Face
Singh, Pradeep Kumar
Sharma, Pankaj
MACROMOLECULAR SYMPOSIA, 2021, 397 (01)
[25] Enhanced Multimodal Biometric Recognition Based upon Intrinsic Hand Biometrics
Haider, Syed Aqeel
Rehman, Yawar
Ali, S. M. Usman
ELECTRONICS, 2020, 9 (11) : 1 - 20
[26] Feature-level fusion method based on KFDA for multimodal recognition fusing ear and profile face
Xu, Xiao-Na
Mu, Zhi-Chun
Yuan, Li
2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 1306 - 1310
[27] Multimodal Biometric Person Recognition by Feature Fusion
Huang, Lin
Yu, Chenxi
Cao, Xinzhe
2018 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2018), 2018, : 1158 - 1162
[28] Multimodal Biometric Recognition System for Cloud Robots
Tian, Shuqing
Im, Sung Gyu
Lee, Suk Gyu
INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (07): : 79 - 87
[29] Quality-Aware Multimodal Biometric Recognition
Soleymani S.
Dabouei A.
Taherkhani F.
Iranmanesh S.M.
Dawson J.
Nasrabadi N.M.
IEEE Transactions on Biometrics, Behavior, and Identity Science, 2022, 4 (01): : 97 - 116
[30] Speaker Recognition using Multimodal Biometric System
Roy, Devashree
Shukla, Anupam
2013 INTERNATIONAL CONFERENCE ORIENTAL COCOSDA HELD JOINTLY WITH 2013 CONFERENCE ON ASIAN SPOKEN LANGUAGE RESEARCH AND EVALUATION (O-COCOSDA/CASLRE), 2013,

← 1 2 3 4 5 →