scholarly journals Support vector regression and classification based multi-view face detection and recognition

2002 ◽  
Author(s):  
Yongmin Li ◽  
Shaogang Gong ◽  
H. Liddell
Keyword(s):  
Support Vector Regression ◽  
Face Detection ◽  
Support Vector ◽  
Face Detection And Recognition ◽  
Detection And Recognition

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 Support vector machine based multi-view face detection and recognition

2004 ◽  
Vol 22 (5) ◽  
pp. 413-427 ◽  
Author(s):  
Yongmin Li ◽  
Shaogang Gong ◽  
Jamie Sherrah ◽  
Heather Liddell
Keyword(s):  
Support Vector Machine ◽  
Face Detection ◽  
Support Vector ◽  
Face Detection And Recognition ◽  
Detection And Recognition

Hybrid HOG-SVM encrypted face detection and recognition model

2022 ◽  
pp. 1-14
Author(s):  
Shilpa Sharma ◽  
Linesh Raja ◽  
Vaibhav Bhatnagar ◽  
Divya Sharma ◽  
Swami Nisha Bhagirath ◽  
...  
Keyword(s):  
Face Detection ◽  
Recognition Model ◽  
Face Detection And Recognition ◽  
Detection And Recognition
Sign in / Sign up

Export Citation Format

Share Document