Title :
Face detection based on adaptive skin color model and geometric features
Author :
Yang, Guoliang ; Zhang, Li ; Li, Huan
Author_Institution :
Sch. of Electr. Eng. & Autom., Jiangxi Univ. of Sci. & Technol., Ganzhou, China
Abstract :
In this thesis, we propose a skin color detection algorithm based on adaptive model and design Gaussian classifier. Confirm face according to the geometric relationship of face features and organs. To raise the detection rate, we use the mosaic rules to make a further verification. Experimental results show that the method we put forward can detect the facial area correctly.
Keywords :
Gaussian processes; face recognition; image classification; image colour analysis; object detection; skin; Gaussian classifier design; adaptive skin color model; face detection; geometric features; mosaic rules; skin color detection algorithm; Adaptation models; Brightness; Data models; Face; Face detection; Image color analysis; Skin; Gaussian model; adaptive skin color model; face detection; face location;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6058082