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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
First AuthorLiu, Yong-Jin
Contribution Rank4
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
Indexed BySCI
WOS HeadingsScience & Technology ; Technology
WOS Research AreaComputer Science ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
WOS IDWOS:000379752600004
WoS QuartileQ1
Gender男 ; 女
Age Group青年(18岁-29岁)
Number of ParticipantsExperiment1:81, Experiment2:18
Tests and MeasuresVideo summarization systems; user interaction; video content analysis
Dependent variablesThe time to complete (TTC); accuracy (ACC)
InstrumentToshiba Tablet PC
Statistical Methodmultivariate analysis of variance; paired t-test
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
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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