Title :
Hand segmentation in complex environment based on skin color model and boundary cutting
Author :
Cui, Xin ; Bu, Wei ; Wu, Xiang-qian ; Zhao, Qiu-shi
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Abstract :
This paper presents a novel hand segmentation method in complex environment based on color model and boundary cutting. Probability map is generated through skin color model to get a rough segmentation. For boundary cutting, a vote map based method is proposed to get precise hand segmentation. Experimental result is appraised by sensitivity and specificity which are 96.54% and 96.92% respectively.
Keywords :
edge detection; image colour analysis; image segmentation; boundary cutting; complex environment; hand segmentation; probability map; rough segmentation; skin color model; vote map based method; Abstracts; Artificial neural networks; Biological system modeling; Biomedical imaging; Image segmentation; Skin; Standards; Boundary extraction; Complex environment; Hand segmentation; Neural network; Skin color model;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6359508
