Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
Visualizing and Analyzing Video Content With Interactive Scalable Maps | |
Ma, Cui-Xia1,2; Liu, Yong-Jin3; Zhao, Guozhen4; Wang, Hong-An1,5 | |
第一作者 | Ma, Cui-Xia ; Liu, Yong-Jin |
通讯作者邮箱 | liuyongjin@tsinghua.edu.cn |
心理所单位排序 | 4 |
摘要 | Visualizing and communicating insights through maps offers an intuitive and familiar way to explore large-scale dynamic relational data. In this paper, we present VideoMap, which is a novel approach for presenting and interacting with relational video content by taking advantage of the map metaphor. VideoMap employs a metaphor to visualize video content by elements of a map with the aim of enabling exploration of video content as if reading a map. Video content is visualized in a hierarchal structure from a very large scale to a small scale of finely detailed representation. VideoMap recognizes a small set of sketch gestures for semantic zooming in and out, annotating the map, and automatically completing path navigation. To achieve this, VideoMap synthesizes map-derived visuals and binds them to the underlying data by operating the map with sketch interaction to facilitate interactive exploration. Extensive user studies were conducted to evaluate VideoMap, and the results demonstrated the effectiveness of VideoMap for facilitating the exploration and understanding of large video content. |
关键词 | Interaction map metaphor multi-scale representation video visualization and analysis |
2016-11-01 | |
语种 | 英语 |
DOI | 10.1109/TMM.2016.2614229 |
发表期刊 | IEEE Transactions on Multimedia |
ISSN | 1520-9210 |
卷号 | 18期号:11页码:2171-2183 |
收录类别 | SCI |
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:000386936900005 |
WOS分区 | Q1 |
Q分类 | Q1 |
资助机构 | National Key Research and Development Plan(2016YFB1001200) ; Natural Science Foundation of China(U1435220 ; Royal Society-Newton Advanced Fellowship ; 61232013 ; 61661130156 ; 61322206 ; 61272228) |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/20768 |
专题 | 脑与认知科学国家重点实验室 |
通讯作者 | Liu, Yong-Jin |
作者单位 | 1.State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China 2.Engineering Research Center of Digital Media Technology, Ministry of Education, Jinan 100190, China 3.Tsinghua National Laboratory for Information Science and Technology, Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China 4.State Key Laboratory of Brain and Cognitive Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China 5.State Key Laboratory of Computer Science and the Beijing Key Laboratory of Human-Computer Interaction, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China |
推荐引用方式 GB/T 7714 | Ma, Cui-Xia,Liu, Yong-Jin,Zhao, Guozhen,et al. Visualizing and Analyzing Video Content With Interactive Scalable Maps[J]. IEEE Transactions on Multimedia,2016,18(11):2171-2183. |
APA | Ma, Cui-Xia,Liu, Yong-Jin,Zhao, Guozhen,&Wang, Hong-An.(2016).Visualizing and Analyzing Video Content With Interactive Scalable Maps.IEEE Transactions on Multimedia,18(11),2171-2183. |
MLA | Ma, Cui-Xia,et al."Visualizing and Analyzing Video Content With Interactive Scalable Maps".IEEE Transactions on Multimedia 18.11(2016):2171-2183. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Visualizing and Anal(972KB) | 期刊论文 | 作者接受稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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