Title :
Application of an improved snake model in face location based on skin-color
Author :
Hanmin, Huang ; Zhen, Jiang
Author_Institution :
Sch. of Comput. Sci., Chongqing Jiaotong Univ., Chongqing
Abstract :
In image processing and computer vision, snake (active contour model) is an effective tool in implementing brim detection or contour extraction of object. But the snake algorithm has the deadly shortcoming - the result is affected by the origin position. In this paper, proposed a new modified algorithm combining centric algorithm into the snake algorithm, so get the priority information of the origin position. The algorithm reduces sensitivity to initialization while providing superior performance. Finally the results of the computer simulation show the advantage of the new algorithm.
Keywords :
computer vision; edge detection; face recognition; image colour analysis; active contour; computer vision; face location; image processing; skin-color; snake model; Abstracts; Active contours; Application software; Automation; Computer science; Computer vision; Face detection; Image processing; Intelligent control; Skin; color space; face detection; face location; snake algorithm;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593983