CASIA OpenIR  > 模式识别国家重点实验室  > 图像与视频分析
Online video synopsis of structured motion
Fu, Wei; Wang, Jinqiao; Gui, Liangke; Lu, Hanqing; Ma, Songde
Source PublicationNEUROCOMPUTING
2014-07-05
Issue135Pages:155-162
SubtypeArticle
AbstractWith the explosive growth of surveillance video data, video synopsis technology is presented for fast browsing a day's worth of video in several minutes. However, for most existing solutions, motion structure in original videos may be destroyed even considering the temporal consistency of related objects. To maintain the important context cues, in this paper, we propose an online motion structure preserved synopsis approach, which can preserve behavior interactions between different objects in the original video while condensing as much content as possible. By measuring sociological proximity of moving objects, we introduce motion structure as a refined term directly added to the problem of energy minimization. A hierarchical fashion is employed to efficiently search an optimal solution for the problem of video synopsis, in which both the spatial collision and the temporal consistency are considered. Experimental results on extensive videos demonstrate the promise of the proposed approach. (C) 2014 Elsevier B.V. All rights reserved.
KeywordVideo Synopsis Motion Structure
WOS HeadingsScience & Technology ; Technology
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000335871200019
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Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3365
Collection模式识别国家重点实验室_图像与视频分析
Corresponding AuthorWang, Jinqiao
AffiliationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Corresponding Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Fu, Wei,Wang, Jinqiao,Gui, Liangke,et al. Online video synopsis of structured motion[J]. NEUROCOMPUTING,2014(135):155-162.
APA Fu, Wei,Wang, Jinqiao,Gui, Liangke,Lu, Hanqing,&Ma, Songde.(2014).Online video synopsis of structured motion.NEUROCOMPUTING(135),155-162.
MLA Fu, Wei,et al."Online video synopsis of structured motion".NEUROCOMPUTING .135(2014):155-162.
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