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Title:
An Interactive SpiralTape Video Summarization
Author: Liu, YJ ; Ma, CX ; Zhao, GZ ; Fu, XL ; Wang, HG ; Dai, GZ ; Xie, LX
Keyword: User experience ; user interaction ; video content analysis ; video summarization
Source: IEEE TRANSACTIONS ON MULTIMEDIA
Issued Date: 2016
Volume: 18, Issue:7, Pages:1269-1282
Indexed Type: SCI
Department: Chinese Acad Sci, State Key Lab Comp Sci, Inst Software, Beijing 100864, Peoples R China. Tsinghua Univ, Dept Comp Sci & Technol, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China. Chinese Acad Sci, Inst Software, Beijing Key Lab Human Comp Interact, Beijing 100864, Peoples R China. Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100864, Peoples R China. Australian Natl Univ, Res Sch Comp Sci, Canberra, ACT 0200, Australia.
Abstract: 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.
English Abstract: 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.
Language: 英语
WOS ID: WOS:000379752600004
Citation statistics:
Content Type: 期刊论文
URI: http://ir.iscas.ac.cn/handle/311060/17315
Appears in Collections:软件所图书馆_期刊论文

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Recommended Citation:
Liu, YJ,Ma, CX,Zhao, GZ,et al. An Interactive SpiralTape Video Summarization[J]. IEEE TRANSACTIONS ON MULTIMEDIA,2016-01-01,18(7):1269-1282.
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