Analysis of Face Detection and Recognition Algorithms Using Viola Jones Algorithm with PCA and LDA

Author(s):  
Udit Jain ◽  
Kshrevansh Choudhary ◽  
Shubham Gupta ◽  
M. Jasmine Pemeena Privadarsini
2011 ◽  
Vol 225-226 ◽  
pp. 437-441
Author(s):  
Jing Zhang ◽  
You Li

Nowadays, face detection and recognition have gained importance in security and information access. In this paper, an efficient method of face detection based on skin color segmentation and Support Vector Machine(SVM) is proposed. Firstly, segmenting image using color model to filter candidate faces roughly; And then Eye-analogue segments at a given scale are discovered by finding regions which are darker than their neighborhoods to filter candidate faces farther; at the end, SVM classifier is used to detect face feature in the test image, SVM has great performance in classification task. Our tests in this paper are based on MIT face database. The experimental results demonstrate that the proposed method is encouraging with a successful detection rate.


Author(s):  
Shilpa Sharma ◽  
Linesh Raja ◽  
Vaibhav Bhatnagar ◽  
Divya Sharma ◽  
Swami Nisha Bhagirath ◽  
...  

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