Title :
Example-based video remixing for home videos
Author :
Nitta, Naoko ; Babaguchi, Noboru
Author_Institution :
Grad. Sch. of Eng., Osaka Univ., Osaka, Japan
Abstract :
Video remixes are generally created by sequentially arranging selected video clips and combining them with other media streams such as audio clips. In this paper, an example-based approach is adopted for semi-automatically creating video remixes of good expressive quality from home videos. Given multiple home video clips and audio clips, the proposed system generates a video remix by four processes: I)video clip sequence generation, II)audio clip selection, III)audio boundary extraction, and IV)video segment extraction based on professionally created video remix examples. A user interface which presents video clips according to their suitability to the examples and their perceived quality is developed so that users can efficiently and effectively select and arrange suit able video clips in video clip sequence generation. By using movie trailers of action genre as video remix examples, a 43-second video remix was created from 45-minute home videos and was subjectively evaluated better than the one created considering only the perceived quality of video clips.
Keywords :
audio streaming; entertainment; feature extraction; home computing; image segmentation; image sequences; user interfaces; video streaming; audio boundary extraction; audio clip selection; example-based video remixing; media streams; movie trailers; multiple home video clip; user interface; video clip sequence generation; video segment extraction; Brightness; Cameras; Hidden Markov models; Motion pictures; Streaming media; Synchronization; User interfaces; audio clips; examples; home video clips; video remixing;
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2011.6012080