Knowledge Commons of Institute of Automation,CAS
Global motion model for stereovision-based motion analysis | |
Wang, Jia; Hu, Zhencheng; Uchimura, Keiichi; Lu, Hanqing | |
发表期刊 | EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING |
2006 | |
文章类型 | Article |
摘要 | An advantage of stereovision-based motion analysis is that the depth information is available, thus motion can be estimated more precisely in 2.5D stereo coordinate system (SCS) constructed by the depth and the image coordinates. In this paper, stereo global motion in SCS, which is induced by 3D camera motion in real-world coordinate system (WCS), is parameterized by a five-parameter global motion model (GMM). Based on such model, global motion can be estimated and identified directly in SCS without knowing the physical parameters about camera motion and camera setup in WCS. The reconstructed global motion field accords with the spatial structure of the scene much better. Experiments on both synthetic data and real-world images illustrate its promising performance. Copyright (C) 2006 Hindawi Publishing Corporation. All rights reserved. |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | SEQUENCE ; IMAGES |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Engineering |
WOS类目 | Engineering, Electrical & Electronic |
WOS记录号 | WOS:000240451500001 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9212 |
专题 | 09年以前成果 |
作者单位 | 1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China 2.Kumamoto Univ, Fac Engn, Dept Comp Sci, Kumamoto 8608555, Japan |
推荐引用方式 GB/T 7714 | Wang, Jia,Hu, Zhencheng,Uchimura, Keiichi,et al. Global motion model for stereovision-based motion analysis[J]. EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING,2006. |
APA | Wang, Jia,Hu, Zhencheng,Uchimura, Keiichi,&Lu, Hanqing.(2006).Global motion model for stereovision-based motion analysis.EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING. |
MLA | Wang, Jia,et al."Global motion model for stereovision-based motion analysis".EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING (2006). |
条目包含的文件 | 条目无相关文件。 |
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