Script-to-Movie: A Computational Framework for Story Movie Composition
文献类型：期刊论文
| 作者 | Liang, Chao1; Xu, Changsheng1,2 ; Cheng, Jian1,2; Min, Weiqing1,2; Lu, Hanqing1,2
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| 刊名 | IEEE TRANSACTIONS ON MULTIMEDIA
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| 出版日期 | 2013-02-01 |
| 卷号 | 15期号:2页码:401-414 |
| 关键词 | Movie composition script and video analysis computational framework |
| 英文摘要 | Traditional movie production has always been a highly professional work that needs team collaboration, advanced devices and techniques, and vast time and money investment. These high threshold requirements not only prevent mass amateur enthusiasts entering this field, but also hinder professionals quickly previewing their conceived story plots. In this paper, we raise a novel application, named script-to-movie (S2M) composition, to automatically produce new movies from existing videos in accordance with user created script. Our motivation is to liberate producers from complex filming and editing operations, thereby people's story idea can be instantly converted into the vivid movie video. To support the novel "What You Dream Is What You See" (WYDIWYS) production mode, we first propose a hierarchical alignment method to automatically construct a video material database with detailed semantic description. Considering diverse story plots in user designed script, the database contains abundant video materials about different characters appearing in various time and places conditions. On this basis, the S2M composition is formulated as a constrained optimization problem, where semantic story plot and syntactic visual content are synthetically considered to identify a group of optimal video segments to narrate the user designed script story. Both quantitative and qualitative experimental results are reported to illustrate the effectiveness of the proposed S2M application. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications |
| 研究领域[WOS] | Computer Science ; Telecommunications |
| 关键词[WOS] | VIDEO |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000313875500015 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3349]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_图像与视频分析团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 2.China Singapore Inst Digital Media, Singapore 119615, Singapore |
| 推荐引用方式 GB/T 7714 | Liang, Chao,Xu, Changsheng,Cheng, Jian,et al. Script-to-Movie: A Computational Framework for Story Movie Composition[J]. IEEE TRANSACTIONS ON MULTIMEDIA,2013,15(2):401-414. |
| APA | Liang, Chao,Xu, Changsheng,Cheng, Jian,Min, Weiqing,&Lu, Hanqing.(2013).Script-to-Movie: A Computational Framework for Story Movie Composition.IEEE TRANSACTIONS ON MULTIMEDIA,15(2),401-414. |
| MLA | Liang, Chao,et al."Script-to-Movie: A Computational Framework for Story Movie Composition".IEEE TRANSACTIONS ON MULTIMEDIA 15.2(2013):401-414. |
入库方式： OAI收割
来源：自动化研究所
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