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
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