DocumentCode :
3193576
Title :
Skin detection with illumination adaptation in single image
Author :
Geng, Jie ; Miao, Zhenjiang ; Zhong, Cencen
Author_Institution :
Institute of Information Science, Beijing Jiaotong University, 100044, China
fYear :
2011
fDate :
11-15 July 2011
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a novel method of skin detection in single image with illumination adaption. In this method, both the input image and the skin model will be updated dynamically using skin color region projection and skin model fusion respectively. These two steps are based on the illumination model which is derived from the clustering of the training material. Histogram model is used as the basic detection method. The experimental result shows the proposed method improved the performance obviously.
Keywords :
color region projection; illumination adaptation; illumination model; skin detection; skin model fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona, Spain
ISSN :
1945-7871
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
Type :
conf
DOI :
10.1109/ICME.2011.6011868
Filename :
6011868
Link To Document :
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