Online video synopsis of structured motion

	Online video synopsis of structured motion
	Fu, Wei; Wang, Jinqiao; Gui, Liangke; Lu, Hanqing; Ma, Songde
发表期刊	NEUROCOMPUTING
	2014-07-05
期号	135 页码:155-162
文章类型	Article
摘要	With 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.
关键词	Video Synopsis Motion Structure
WOS标题词	Science & Technology ; Technology
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000335871200019
引用统计	被引频次：23[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3365
专题	紫东太初大模型研究中心_图像与视频分析
通讯作者	Wang, Jinqiao
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
第一作者单位	模式识别国家重点实验室
通讯作者单位	模式识别国家重点实验室
推荐引用方式 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.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
Online video synopsi（1552KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览下载