Title :
Automated Music Video Generation using WEB Image Resource
Author :
Rui Cai ; Lei Zhang ; Feng Jing ; Wei Lai ; Wei-Ying Ma
Author_Institution :
Microsoft Res. Asia, Beijing, China
Abstract :
In this paper, we proposed a novel prototype of automated music video generation using Web image resource. In this prototype, the salient words/phrases of a song´s lyrics are first automatically extracted and then used as queries to retrieve related high-quality images from Web search engines. To guarantee the coherence among the chosen images´ visual representation and the music song, the returned images are further re-ranked and filtered based on their content characteristics such as color, face, landscape, as well as the song´s mood type. Finally, those selected images are concatenated to generate a music video using the Photo2Video technique, based on the rhythm information of the music. Preliminary evaluations of the proposed prototype have shown promising results.
Keywords :
Internet; audio-visual systems; image colour analysis; image representation; Photo2Video technique; Web image resource; Web search engines; automated music video generation; music song; visual representation; Asia; Image analysis; Image generation; Image retrieval; Mood; Multiple signal classification; Music information retrieval; Prototypes; Rhythm; Search engines; image search; music analysis; music video;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366341