TY - GEN
T1 - Simple method of human skin detection using HSV and YCbCr color spaces
AU - Rahman, Muh Arif
AU - Edy Purnama, I. Ketut
AU - Purnomo, Mauridhi Hery
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2015/1/9
Y1 - 2015/1/9
N2 - Human skin detection is an important preliminary stage to improve the performance of other areas of object detection or recognition such as human face detection, hand gesture recognition, and pornography contents detection. Popular methods in this area are processing a single image pixel in HSV or YCbCr color spaces. The limitation of these approaches is they cannot address the wide range of the skin color distribution. This paper proposes a new approach by combining two model of skin color for each pixel into a vector contains color elements of H, S, Cb, and Cr. A set of experiments prove that the method produces an True Positif Rate (TPR) of 93.89% and False Positif Rate (FPR) of 10.75%.
AB - Human skin detection is an important preliminary stage to improve the performance of other areas of object detection or recognition such as human face detection, hand gesture recognition, and pornography contents detection. Popular methods in this area are processing a single image pixel in HSV or YCbCr color spaces. The limitation of these approaches is they cannot address the wide range of the skin color distribution. This paper proposes a new approach by combining two model of skin color for each pixel into a vector contains color elements of H, S, Cb, and Cr. A set of experiments prove that the method produces an True Positif Rate (TPR) of 93.89% and False Positif Rate (FPR) of 10.75%.
KW - HSV
KW - RGB
KW - YcbCr
KW - human skin detection
UR - http://www.scopus.com/inward/record.url?scp=84922512376&partnerID=8YFLogxK
U2 - 10.1109/INAGENTSYS.2014.7005726
DO - 10.1109/INAGENTSYS.2014.7005726
M3 - Conference contribution
AN - SCOPUS:84922512376
T3 - Proceedings of 2014 International Conference on Intelligent Autonomous Agents, Networks and Systems, INAGENTSYS 2014
SP - 58
EP - 61
BT - Proceedings of 2014 International Conference on Intelligent Autonomous Agents, Networks and Systems, INAGENTSYS 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 International Conference on Intelligent Autonomous Agents, Networks and Systems, INAGENTSYS 2014
Y2 - 19 August 2014 through 21 August 2014
ER -