Title :
Research on face detection based on combination of Haar and skin colors features
Author :
Fayu Wang ; Baokun Qi ; Yong Xing ; Baoan Lu
Author_Institution :
Key Lab. of Comput. Vision & Syst., Tianjin Univ. of Technol., Tianjin, China
Abstract :
Face detection and recognition is a hot research subject in the fields of image processing, pattern recognition and computer vision, which emphasize on the enhancement of the precision of detection in as short a time as possible. This paper expounds on how to detect human faces accurately from complex pictures by means of the technology of judgement based on the combination of the feature of Haar and the features of skin colors, and depicts in detail the principles and methods of detection. By the combination of the two methods, we can draw on each other´s strength and promote the performance of the algorithm. It has been justified by experiments that this algorithm can produce better detection result, and, for other machinery vision application systems, it is of high value to make use of it as reference.
Keywords :
face recognition; feature extraction; image colour analysis; image enhancement; Haar color features; computer vision; detection enhancement; face detection; image processing; judgement technology; machinery vision; pattern recognition; skin color features; Face; Face detection; Feature extraction; Humans; Image color analysis; Pixel; Skin; Face Detection; Haar feature; Skin Color; image process;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5648047