Knowledge Commons of Institute of Automation,CAS
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 | |
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. |
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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 |
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