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A Sketch-Based Approach for Interactive Organization of Video Clips
Liu, Yong-Jin1; Ma, Cui-Xia2; Fu, Qiufang3; Fu, Xiaolan3; Qin, Sheng-Feng4; Xie, Lexing5
2014-08-01
Source PublicationACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
ISSN1551-6857
SubtypeArticle
Volume11Issue:1Pages:1
Abstract

With the rapid growth of video resources, techniques for efficient organization of video clips are becoming appealing in the multimedia domain. In this article, a sketch-based approach is proposed to intuitively organize video clips by: (1) enhancing their narrations using sketch annotations and (2) structurizing the organization process by gesture-based free-form sketching on touch devices. There are two main contributions of this work. The first is a sketch graph, a novel representation for the narrative structure of video clips to facilitate content organization. The second is a method to perform context-aware sketch recommendation scalable to large video collections, enabling common users to easily organize sketch annotations. A prototype system integrating the proposed approach was evaluated on the basis of five different aspects concerning its performance and usability. Two sketch searching experiments showed that the proposed context-aware sketch recommendation outperforms, in terms of accuracy and scalability, two state-of-the-art sketch searching methods. Moreover, a user study showed that the sketch graph is consistently preferred over traditional representations such as keywords and keyframes. The second user study showed that the proposed approach is applicable in those scenarios where the video annotator and organizer were the same person. The third user study showed that, for video content organization, using sketch graph users took on average 1/3 less time than using a mass-market tool Movie Maker and took on average 1/4 less time than using a state-of-the-art sketch alternative. These results demonstrated that the proposed sketch graph approach is a promising video organization tool.

KeywordDesign Algorithms Performance Sketching interface video organization sketch annotation context-aware recommendation
Indexed BySCI ; EI
Language英语
WOS IDWOS:000341939800002
Citation statistics
Cited Times:7[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/13723
Collection脑与认知科学国家重点实验室
Affiliation1.Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing, Peoples R China
2.Chinese Acad Sci, Inst Software, State Key Lab Comp Sci, Beijing 100864, Peoples R China
3.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100864, Peoples R China
4.Northumbria Univ, Dept Design, Newcastle Upon Tyne NE1 8ST, Tyne & Wear, England
5.Australian Natl Univ, Res Sch Comp Sci, Canberra, ACT 0200, Australia
Recommended Citation
GB/T 7714
Liu, Yong-Jin,Ma, Cui-Xia,Fu, Qiufang,et al. A Sketch-Based Approach for Interactive Organization of Video Clips[J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,2014,11(1):1.
APA Liu, Yong-Jin,Ma, Cui-Xia,Fu, Qiufang,Fu, Xiaolan,Qin, Sheng-Feng,&Xie, Lexing.(2014).A Sketch-Based Approach for Interactive Organization of Video Clips.ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,11(1),1.
MLA Liu, Yong-Jin,et al."A Sketch-Based Approach for Interactive Organization of Video Clips".ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS 11.1(2014):1.
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All comments (1)
王成
2016-12-22 16:42

该篇论文同时被SCI和EI数据库收录,建议调整。

 

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