A Hybrid Face Recognition Scheme Using Contour and Gabor Wavelet

被引：2

作者：

Rymbai, Bandariakor ^{[1
]}

Kandar, Debdatta ^{[1
]}

Maji, Arnab Kumar ^{[1
]}

机构：

[1] North Eastern Hill Univ, Dept Informat Technol, Shillong 793022, Meghalaya, India

来源：

PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ICT FOR SUSTAINABLE DEVELOPMENT, ICT4SD 2015, VOL 1 | 2016年 / 408卷

关键词：

Gabor wavelet; Contour; Facial feature; Gaussian; Discrete cosine; Histogram;

D O I：

10.1007/978-981-10-0129-1_40

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A face recognition system based on the hybrid approach is proposed in this paper. We have combined both the global and local features of a face using Gabor wavelet transform and a face contour. Gabor transform helps in extracting the features of a face, that is, the position of eyes, tip of the nose, and the corner of the mouth, whereas a face contour helps to extract the structure of a face. A combination of these techniques helps to extract the best features.

引用

页码：377 / 385

页数：9

共 50 条

[41] Wavelet subspace based integrated face recognition scheme
Li, Wenhui
Ma, Ning
Wang, Zhiyan
International Journal of Signal Processing, Image Processing and Pattern Recognition, 2014, 7 (06) : 369 - 378
[42] A novel face coding scheme based on gabor wavelet networks and genetic algorithm
Chen, Bin
Liu, Zhi-Qiang
2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 1489 - +
[43] Gabor-Eigen-Whiten-Cosine: A robust scheme for face recognition
Deng, WH
Hu, JN
Guo, J
ANALYSIS AND MODELLING OF FACES AND GESTURES, PROCEEDINGS, 2005, 3723 : 336 - 349
[44] Fingerprint Recognition using Gabor wavelet in MapReduce and Spark
Anh-Cang Phan
Ho-Dat Tran
Thuong-Cang Phan
PROCEEDINGS OF THE NINTH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY (SOICT 2018), 2018, : 54 - 60
[45] Face Recognition Based on Gabor Wavelet Transform and Modular 2DPCA
Yan, H.
Wang, P.
Chen, W. D.
Liu, J.
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ENERGY ENGINEERING (PEEE 2015), 2015, 20 : 245 - 248
[46] FACE RECOGNITION BASED ON GABOR WAVELET FEATURE AND KERNEL DIRECT DISCRIMINANT ANALYSIS
Li, Liping
Tang, Liangbao
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 266 - 272
[47] Use of cluster validity in designing adaptive Gabor wavelet based face recognition
Jung, Eun Sung
Rhee, Phill Kyu
KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2006, 4251 : 68 - 77
[48] Experimental Analysis: Hybrid Scheme for face recognition using KPCA & SVD
Vyas, Himani
Mathur, Rajeev
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION TECHNOLOGY CICT 2015, 2015, : 36 - 40
[49] Hybrid Face Recognition Method Based on Gabor Wavelet Transform and VGG Convolutional Neural Network with Improved Pooling Strategy
Xing, Cheng
Wang, Jie-Sheng
Zheng, Bo-Wen
IAENG International Journal of Computer Science, 2021, 48 (02) : 1 - 14
[50] Face recognition using a gabor filter bank approach
Boukabou, Walid R.
Ghouti, Lahouari
Bouridane, Ahmed
AHS 2006: FIRST NASA/ESA CONFERENCE ON ADAPTIVE HARDWARE AND SYSTEMS, PROCEEDINGS, 2006, : 465 - +

← 1 2 3 4 5 →