DocumentCode
2338786
Title
A new color based method for skin detection using RGB vector space
Author
Aznaveh, Mohsen Mahmoudi ; Mirzaei, Hamidreza ; Roshan, Emitis ; Saraee, Mohamadhosein
Author_Institution
Electr. & Comput. Dept., Isfahan Univ. of Technol., Tehran
fYear
2008
fDate
25-27 May 2008
Firstpage
932
Lastpage
935
Abstract
This paper describes a new method for skin detection based on RGB vector space. Skin color has proven to be a useful cue for pre-process of face detection, localization and tracking. Image content filtering, content aware video compression and image color balancing applications can also benefit from automatic detection of skin in images. Numerous works for skin color segmentation and detection have been reported in the literature in the last few years. In this paper first few pixel based methods are presented and then Vector calculations as an efficient approach for determination of skin area based on implicit mathematical model is proposed. In order to evaluate our method we performed an experimental study. Results obtained are very promising and shows important advantages over other techniques.
Keywords
image colour analysis; image resolution; object detection; vectors; RGB vector space; content aware video compression; image color balancing; image content filtering; skin detection; Cameras; Color; Face detection; Filtering; Image segmentation; Mathematical model; Robustness; Skin; Space technology; Video compression; Color segmentation; RGB vector space; color space; image processing; model selection; skin detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Human System Interactions, 2008 Conference on
Conference_Location
Krakow
Print_ISBN
978-1-4244-1542-7
Electronic_ISBN
978-1-4244-1543-4
Type
conf
DOI
10.1109/HSI.2008.4581568
Filename
4581568
Link To Document