CASIA OpenIR  > 09年以前成果
Head gesture recognition based on Bayesian network
Lu, P; Huang, XS; Zhu, XS; Wang, YS; Marques, JS; PerezdelaBlanca, N; Pina, P
2005
发表期刊PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS
卷号3522页码:492-499
文章类型Article
摘要Head gestures such as nodding and shaking are often used as one of human body languages for communication with each other, and their recognition plays an important role in the development of Human-Computer Interaction (HCI). As head gesture is the continuous motion on the sequential time series, the key problems of recognition are to track multi-view head and understand the head pose transformation. This paper presents a Bayesian network (BN) based framework, into which multi-view model (MVM) and the head gesture statistic inference model are integrated for recognizing. Finally the decision of head gesture is made by comparing the maximum posterior, the output of BN, with some threshold. Additionally, in order to enhance the robustness of our system, we add the color information into BN in a new way. The experimental results illustrate that the proposed algorithm is effective.
WOS标题词Science & Technology ; Technology
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号WOS:000230026900060
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9079
专题09年以前成果
作者单位Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714
Lu, P,Huang, XS,Zhu, XS,et al. Head gesture recognition based on Bayesian network[J]. PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS,2005,3522:492-499.
APA Lu, P.,Huang, XS.,Zhu, XS.,Wang, YS.,Marques, JS.,...&Pina, P.(2005).Head gesture recognition based on Bayesian network.PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS,3522,492-499.
MLA Lu, P,et al."Head gesture recognition based on Bayesian network".PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS 3522(2005):492-499.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Lu, P]的文章
[Huang, XS]的文章
[Zhu, XS]的文章
百度学术
百度学术中相似的文章
[Lu, P]的文章
[Huang, XS]的文章
[Zhu, XS]的文章
必应学术
必应学术中相似的文章
[Lu, P]的文章
[Huang, XS]的文章
[Zhu, XS]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。