Occluded face recognition based on Gabor wavelets

被引：0

作者：

Kepenekci, B ^{[1
]}

Tek, FB ^{[1
]}

Akar, GB ^{[1
]}

机构：

[1] Middle E Tech Univ, Dept Elect & Elect Engn, TR-06531 Ankara, Turkey

来源：

2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS | 2002年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new feature based approach to frontal face recognition with Gabor wavelets is presented in this paper. The feature points are automatically extracted using the local characteristics of each individual face in order to decrease the effect of occluded features. There is no training as in neural network approaches, thus single frontal face for each individual is enough as reference. Experimental results show that the proposed method achieves a recognition ratio of over %95.

引用

页码：293 / 296

页数：4

共 50 条

[1] Face recognition using Gabor wavelets
Vinay, Kumar B.
Shreyas, B. S.
2006 FORTIETH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-5, 2006, : 593 - +
[2] A review on Gabor wavelets for face recognition
Linlin Shen
Li Bai
Pattern Analysis and Applications, 2006, 9 : 273 - 292
[3] A review on Gabor wavelets for face recognition
Shen, Linlin
Bai, Li
PATTERN ANALYSIS AND APPLICATIONS, 2006, 9 (2-3) : 273 - 292
[4] Infrared face recognition based on Log-Gabor wavelets
Chen, XR
Jing, ZL
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2006, 20 (03) : 351 - 360
[5] Dependence structure of Gabor wavelets based on copula for face recognition
Li, Chaorong
Huang, Yuanyuan
Xue, Yu
EXPERT SYSTEMS WITH APPLICATIONS, 2019, 137 : 453 - 470
[6] Dependence Structure of Gabor Wavelets for Face Recognition
Li, Chaorong
Xue, Yu
Huang, Yuanyuan
2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2017,
[7] Simplified Gabor wavelets for human face recognition
Choi, Wing-Pong
Tse, Siu-Hong
Wong, Kwok-Wai
Lam, Kin-Man
PATTERN RECOGNITION, 2008, 41 (03) : 1186 - 1199
[8] LBP-like feature based on Gabor wavelets for face recognition
Li, Wen-Juan
Wang, Jun
Huang, Zheng-Hai
Zhang, Ting
Du, Daniel K.
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017, 15 (05)
[9] Face recognition using Gabor wavelets and Memetic algorithm
Zhou, Jia-Rui
Ji, Zhen
Shen, Lin-Lin
Zhu, Ze-Xuan
Chen, Si-Ping
Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2012, 40 (04): : 642 - 646
[10] Extended locally linear embedding with Gabor wavelets for face recognition
Zheng, ZL
Yang, J
Qing, X
AI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 3339 : 955 - 960

← 1 2 3 4 5 →