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An Interactive SpiralTape Video Summarization
Liu,Yong-Jin1,2; Ma,Cuixia1,3; Zhao,Guozhen4; Fu,Xiaolan4; Wang,Hongan1; Dai,Guozhong1; Xie,Lexing5
第一作者Liu, Yong-Jin ; Ma, Cuixia
通讯作者邮箱liuyongjin@tsinghua.edu.cn
心理所单位排序4
摘要

A majority of video summarization systems use linear representations, such as rectangular storyboards and timelines at linear scales. In this paper, we propose a novel nonlinear dynamic representation called SpiralTape that summarizes a video in a smooth spiral pattern. SpiralTape provides an unusual and fresh activity suitable for stimulating environments such as science and technology museums, in which children or young individuals can have enjoyable experiences that create meaningful learning outcomes. In addition, SpiralTape provides an uninterrupted overall structure of video content and takes design principles including compactness, continuity, efficient overview, and interactivity into consideration. A working SpiralTape system was developed and deployed in pilot applications and exhibitions. Elaborate user studies with evaluation benchmarks on multiple metrics were conducted to compare SpiralTape with two representative linear video summarization methods and a state-of-the-art radial video visualization. The evaluation results demonstrate the effectiveness and natural interaction performance of SpiralTape.

关键词User experience user interaction video content analysis video summarization
2016-07-01
语种英语
DOI10.1109/TMM.2016.2557061
发表期刊IEEE Transactions on Multimedia
ISSN1520-9210
卷号18期号:7页码:1269-1282
URL查看原文
收录类别SCI
WOS关键词LINE-DRAWINGS
WOS标题词Science & Technology ; Technology
WOS研究方向Computer Science ; Telecommunications
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
WOS记录号WOS:000379752600004
WOS分区Q1
Q分类Q1
取样对象人类
性别男 ; 女
年龄组青年(18岁-29岁)
被试数量Experiment1:81, Experiment2:18
测试或任务Video summarization systems; user interaction; video content analysis
因变量指标The time to complete (TTC); accuracy (ACC)
实验仪器Toshiba Tablet PC
统计方法multivariate analysis of variance; paired t-test
资助机构Royal Society-Newton Advanced Fellowship ; Natural Science Foundation of China(61322206 ; TNList Cross-Discipline Foundation ; 61521002 ; 61232013 ; 61661130156 ; U1435220)
引用统计
被引频次:10[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/20057
专题脑与认知科学国家重点实验室
作者单位1.Chinese Acad Sci, State Key Lab Comp Sci, Inst Software, Beijing 100864, Peoples R China;
2.Tsinghua Univ, Dept Comp Sci & Technol, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China;
3.Chinese Acad Sci, Inst Software, Beijing Key Lab Human Comp Interact, Beijing 100864, Peoples R China;
4.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100864, Peoples R China;
5.Australian Natl Univ, Res Sch Comp Sci, Canberra, ACT 0200, Australia
推荐引用方式
GB/T 7714
Liu,Yong-Jin,Ma,Cuixia,Zhao,Guozhen,et al. An Interactive SpiralTape Video Summarization[J]. IEEE Transactions on Multimedia,2016,18(7):1269-1282.
APA Liu,Yong-Jin.,Ma,Cuixia.,Zhao,Guozhen.,Fu,Xiaolan.,Wang,Hongan.,...&Xie,Lexing.(2016).An Interactive SpiralTape Video Summarization.IEEE Transactions on Multimedia,18(7),1269-1282.
MLA Liu,Yong-Jin,et al."An Interactive SpiralTape Video Summarization".IEEE Transactions on Multimedia 18.7(2016):1269-1282.
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