An Effective Model for Face Detection Using R, G, B Color Segmentation with Genetic Algorithm

2016 ◽  
pp. 47-55 ◽  
Author(s):  
Devesh Kumar Srivastava ◽  
Tarun Budhraja
Keyword(s):  
Genetic Algorithm ◽  
Face Detection ◽  
Effective Model ◽  
Color Segmentation

Recognizing Human-Object Using Genetic Algorithm for Face Detection in Natural Driving Environment

2012 ◽  
Vol 7 (2) ◽  
pp. 10-18
Author(s):  
B. Mallikarjuna ◽  
◽  
K.V. Ramanaiah ◽  
P. Mohanaiah ◽  
V. Vijaya Kumar Reddy ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Face Detection ◽  
Human Object

A Novel Approach of Face Detection Based on Skin Color Segmentation and SVM

2011 ◽  
Vol 225-226 ◽  
pp. 437-441
Author(s):  
Jing Zhang ◽  
You Li
Keyword(s):  
Face Detection ◽  
Skin Color ◽  
Information Access ◽  
Color Segmentation ◽  
Support Vector ◽  
Svm Classifier ◽  
Novel Approach ◽  
Great Performance ◽  
Face Detection And Recognition ◽  
Detection And Recognition

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.

scholarly journals Face Detection using Fuzzy Skin Color Segmentation

2014 ◽  
Vol 85 (14) ◽  
pp. 29-34
Author(s):  
Sabiha Sultana ◽  
Md. Saiful Islam ◽  
Md. Golam Moazzam
Keyword(s):  
Face Detection ◽  
Skin Color ◽  
Color Segmentation

A new face detection algorithm based on skin color segmentation

2015 ◽  
Author(s):  
Yuanbo Yang ◽  
Chenggang Xie ◽  
Liebo Du ◽  
Qin Lu
Keyword(s):  
Face Detection ◽  
Skin Color ◽  
Detection Algorithm ◽  
Color Segmentation

A Face Detection Algorithm in Color Image Based on Skin Color Segmentation

2013 ◽  
Vol 811 ◽  
pp. 417-421
Author(s):  
Shi Lei
Keyword(s):  
Face Detection ◽  
Skin Color ◽  
Color Image ◽  
Detection Algorithm ◽  
Color Segmentation ◽  
Skin Region ◽  
Otsu Method ◽  
The Face ◽  
Segmentation Image ◽  
Ellipse Area

Aiming at color images under complex background, this paper put forward a face detection algorithm based on skin color segmentation, combining the geometric characteristics. The skin region can be obtained by using skin color model and OTSU method to automatically optimize threshold segmentation image. By analyzing the characteristics of skin color region, the face position is determined by criterion of ellipse area.

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