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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
2016-07-01
Source PublicationIEEE TRANSACTIONS ON MULTIMEDIA
Correspondent Emailliuyongjin@tsinghua.edu.cn
ISSN1520-9210
SubtypeArticle
Volume18Issue:7Pages:1269-1282
AbstractA 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.
KeywordUser experience user interaction video content analysis video summarization
DOI10.1109/TMM.2016.2557061
Indexed BySCI
Language英语
Funding OrganizationRoyal Society-Newton Advanced Fellowship ; Natural Science Foundation of China(61322206 ; TNList Cross-Discipline Foundation ; 61521002 ; 61232013 ; 61661130156 ; U1435220)
WOS Research AreaComputer Science ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
WOS IDWOS:000379752600004
WOS HeadingsScience & Technology ; Technology
WOS KeywordLINE-DRAWINGS
Citation statistics
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/20057
Collection脑与认知科学国家重点实验室
Corresponding AuthorLiu, Yong-Jin
Affiliation1.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
Recommended Citation
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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