A hierarchical face recognition method based on Local Binary Pattern

被引：18

作者：

Bai, Gang ^{[1
]}

Zhu, Yi ^{[1
]}

Ding, Zongyao ^{[1
]}

机构：

[1] Nankai Univ, Coll Informat & Technol, Tianjin 300071, Peoples R China

来源：

CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 2, PROCEEDINGS | 2008年

关键词：

hierarchical face recognition; Local Binary Pattern; Multi-Expert Intelligent Decision System; facial pose estimation;

D O I：

10.1109/CISP.2008.520

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：

This paper proposes a hierarchical method to deal with the multi-pose face recognition problem. The Local Binary Pattern (LBP) feature is used as the uniform feature throughout the two-hierarchy process. Also, a new method, named Multi-expert Intelligent Decision System, is proposed to improve the performance of the pose estimation process. According to the experiments, the method is proved to be efficient and robust.

引用

页码：610 / 614

页数：5

共 50 条

[1] New face recognition method based on local binary pattern histogram
Taouche, C.
Batouche, M. C.
Chemachema, M.
Taleb-Ahmed, A.
Berkane, M.
[J]. 201415TH INTERNATIONAL CONFERENCE ON SCIENCES & TECHNIQUES OF AUTOMATIC CONTROL & COMPUTER ENGINEERING (STA'2014), 2014, : 508 - 513
[2] LOCAL BINARY PATTERN ORIENTATION BASED FACE RECOGNITION
Shen, Yi-Kang
Chiu, Ching-Te
[J]. 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 1091 - 1095
[3] An improved face recognition method using local binary pattern method
Saleh, Sheikh Ahmed
Azam, Sami
Yeo, Kheng Cher
Shanmugam, Bharanidharan
Kannoorpatti, Krishnan
[J]. PROCEEDINGS OF 2017 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO 2017), 2017, : 112 - 118
[4] Local Binary Pattern with New Decomposition Method for Face Recognition
Guo, Yimo
Xu, Zhengguang
[J]. 2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 2634 - 2640
[5] A robust method for near infrared face recognition based on Extended Local Binary Pattern
Huang, Di
Wang, Yunhong
Wang, Yiding
[J]. ADVANCES IN VISUAL COMPUTING, PROCEEDINGS, PT 2, 2007, 4842 : 437 - +
[6] Face Recognition Based on a Single Image and Local Binary Pattern
Tan, Nutao
Huang, Lei
Liu, Changping
[J]. 2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, : 366 - 370
[7] Face Recognition Based on Improved Gradient Local Binary Pattern
Yang Huixian
Chen Yong
Zhang Fei
Zhou Tongtong
[J]. LASER & OPTOELECTRONICS PROGRESS, 2018, 55 (06)
[8] Boosting local binary pattern (LBP)-based face recognition
Zhang, GC
Huang, XS
Li, SZ
Wang, YS
Wu, XH
[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2004, 3338 : 179 - 186
[9] Improved Local Binary Pattern for Face Recognition
Karanwal, Shekhar
[J]. PROGRESSES IN ARTIFICIAL INTELLIGENCE & ROBOTICS: ALGORITHMS & APPLICATIONS, 2022, : 86 - 96
[10] Face Recognition with Local Line Binary Pattern
Petpon, Amnart
Srisuk, Sanun
[J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS (ICIG 2009), 2009, : 533 - 539

← 1 2 3 4 5 →