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Movie2Comics: A Feast of Multimedia Artwork

机译:Movie2Comics:多媒体艺术盛宴

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As a type of artwork, comics are prevalent and popular around the world. However, although there are several as-sistive software and tools available, the creation of comics is still a tedious and labor intensive process. This paper proposes a scheme that is able to automatically turn a movie to comics with two principles: (1) optimizing the information reservation of movie; and (2) generating outputs following the rules and styles of comics. The scheme mainly contains three components: script-face mapping, key-scene extraction, and cartoonization. Script-face mapping utilizes face recognition and tracking techniques to accomplish the mapping between character's faces and their scripts. Key-scene extraction then combines the frames derived from subshots and the extracted index frames based on subtitle to select a sequence of frames for cartoonization. Finally, the cartoonization is accomplished via four steps: panel scale, styl-ization, word balloon placement and comics layout. Experiments conducted on a set of movie clips have demonstrated the usefulness and effectiveness of the scheme.
机译:作为一种艺术品,漫画在世界范围内十分普遍和流行。但是,尽管有多种辅助软件和工具可供使用,但是漫画的创作仍然是一个繁琐且费力的过程。本文提出了一种能够将电影自动转换为漫画的方案,该方案有两个原理:(1)优化电影的信息保留; (2)按照漫画的规则和风格产生输出。该方案主要包含三个部分:脚本人脸映射,关键场景提取和卡通化。脚本人脸映射利用人脸识别和跟踪技术来完成角色的人脸与其脚本之间的映射。然后,关键场景提取将从子镜头派生的帧与基于字幕的提取索引帧进行组合,以选择一系列帧以进行卡通化。最后,通过四个步骤完成卡通化:面板缩放,样式化,文字提示框放置和漫画布局。在一组电影剪辑上进行的实验证明了该方案的有用性和有效性。

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