Hand gesture target model updating and result forecasting algorithm based on mean shift

doi:10.4304/jmm.8.1.1-7

IR > 计算机与通信学院

	Hand gesture target model updating and result forecasting algorithm based on mean shift
	Zou, Xiao; Wang, Heng; Zhang, Qiuyu
	2013
发表期刊	Journal of Multimedia
ISSN	17962048
卷号	8 期号:1 页码:1-7
摘要	To propose a gesture model updating and results forecasting algorithm based on Mean Shift, and to solve the problem of target model changing and influenced tracking results in gesture target tracking process. Firstly, the background difference and skin color detection methods are used to detect and get gesture model, and the Mean Shift algorithm is used to track gesture and update the gesture model, and finally to use the Kalman algorithm to predict the gesture tracking results. The experimental results show that this algorithm reduces the influence of surrounding environment in gesture tracking process, and get better tracking result. © 2013 ACADEMY PUBLISHER.
关键词	Forecasting Target tracking Background differences Forecasting algorithm Gesture tracking Hand tracking Mean shift algorithm Model updating Skin-color detection Surrounding environment
DOI	10.4304/jmm.8.1.1-7
收录类别	EI
语种	英语
出版者	Academy Publisher
EI入藏号	20131016078051
EI主题词	Gesture recognition
EI分类号	716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics
来源库	Compendex
分类代码	716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/113147
专题	计算机与通信学院
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China
第一作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Zou, Xiao,Wang, Heng,Zhang, Qiuyu. Hand gesture target model updating and result forecasting algorithm based on mean shift[J]. Journal of Multimedia,2013,8(1):1-7.
APA	Zou, Xiao,Wang, Heng,&Zhang, Qiuyu.(2013).Hand gesture target model updating and result forecasting algorithm based on mean shift.Journal of Multimedia,8(1),1-7.
MLA	Zou, Xiao,et al."Hand gesture target model updating and result forecasting algorithm based on mean shift".Journal of Multimedia 8.1(2013):1-7.