Title :
Movie2Comics: Towards a Lively Video Content Presentation
Author :
Wang, Meng ; Hong, Richang ; Yuan, Xiao-Tong ; Yan, Shuicheng ; Chua, Tat-Seng
Author_Institution :
Sch. of Comput. & Inf., Hefei Univ. of Technol., Hefei, China
fDate :
6/1/2012 12:00:00 AM
Abstract :
As a type of artwork, comics is prevalent and popular around the world. However, despite the availability of assistive software and tools, the creation of comics is still a labor-intensive and time-consuming process. This paper proposes a scheme that is able to automatically turn a movie clip to comics. Two principles are followed in the scheme: 1) optimizing the information preservation of the movie; and 2) generating outputs following the rules and the styles of comics. The scheme mainly contains three components: script-face mapping, descriptive picture extraction, and cartoonization. The script-face mapping utilizes face tracking and recognition techniques to accomplish the mapping between characters´ faces and their scripts. The descriptive picture extraction then generates a sequence of frames for presentation. Finally, the cartoonization is accomplished via three steps: panel scaling, stylization, and comics layout design. Experiments are conducted on a set of movie clips and the results have demonstrated the usefulness and the effectiveness of the scheme.
Keywords :
computer graphics; face recognition; video signal processing; Movie2Comics; cartoonization; comics layout design; descriptive picture extraction; lively video content presentation; movie clips; panel scaling; script-face mapping; stylization; Animation; Educational institutions; Face; Layout; Motion pictures; Streaming media; Turning; Cartoonization; comics; descriptive picture extraction;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2012.2187181