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Hand segmentation in complex environment based on skin color model and boundary cutting

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4 Author(s)
Xin Cui ; Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China ; Wei Bu ; Xiang-Qian Wu ; Qiu-Shi Zhao

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.

Published in:
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on  (Volume:3 )

Date of Conference: 15-17 July 2012

Page(s):
1098 - 1103
ISSN :
2160-133X
Print ISBN:
978-1-4673-1484-8
INSPEC Accession Number:
13169102
Conference Location :
Xian
Digital Object Identifier :
10.1109/ICMLC.2012.6359508
Product Type:
Conference Publications

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