Title :
Dominant Points Based Hand Finger Counting for Recognition under Skin Color Extraction in Hand Gesture Control System
Author :
ZhenYu Meng ; Jeng-Shyang Pan ; Kuo-Kun Tseng ; Weimin Zheng
Author_Institution :
Intell. Control Res. Center, Guangzhou Inst. of Adv. Technol., Guangzhou, China
Abstract :
In this paper, a new approach is proposed for hand gesture recognition, that is accomplished by dominant points based hand finger counting under skin color extraction. Skin color detection is used as a preprocessing segmentation, and the hand gesture contour can be extracted by this mean. after hand segmentation is done, dominant points based algorithm is used for counting hand fingers in this hand gesture control system. the performance and comparison is evaluated in the end as well. then the hand gesture control system can be implement by fuzzy logical efficiently this way.
Keywords :
feature extraction; fuzzy logic; gesture recognition; image colour analysis; image segmentation; skin; dominant points-based algorithm; dominant points-based hand finger counting; fuzzy logic; hand gesture contour extraction; hand gesture control system; hand gesture recognition; hand segmentation; preprocessing segmentation; skin color detection; skin color extraction; Cameras; Covariance matrix; Face; Gesture recognition; Image color analysis; Image segmentation; Skin; dominant points; finger counting; hand gesture; skin color detection;
Conference_Titel :
Genetic and Evolutionary Computing (ICGEC), 2012 Sixth International Conference on
Conference_Location :
Kitakushu
Print_ISBN :
978-1-4673-2138-9
DOI :
10.1109/ICGEC.2012.85
