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Human skin detection using defined skin region

Jati, H. and Dominic P, Dhanapal Durai (2008) Human skin detection using defined skin region. In: International Symposium on Information Technology 2008, ITSim, 26 August 2008 through 29 August 2008, Kuala Lumpur.

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Abstract

Skin detection has been widely used in image processing application. Several skin detection methods have been introduced including defined skin region. Overall, skin detection has been challenged by the fact that skin appearance in the image can be affected by many factors including ethnicity thus reducing its accuracy. This study aims (i) to obtain the skin detection model by ascertaining the threshold values of human skin color model and (ii) to evaluate the skin detection model among ethnicities and to evaluate the accuracy of the model by comparing the model in human and animal skin. The results of our study show that the value of skin parameter is not different among ethnicities. We also found that using this method, animal skin was often misinterpreted as human skin. This problem should be particularly addressed in the future work. © 2008 IEEE.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:Image processing; Information technology; Animal skins; Future works; Human skin detections; Human skins; Image processing applications; Skin detections; Skin regions; Skin
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments / MOR / COE:Departments > Computer Information Sciences
ID Code:2835
Deposited By: Assoc Prof Dr Dhanapal Durai Dominic P
Deposited On:23 Sep 2010 03:45
Last Modified:19 Jan 2017 08:26

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