Title :
A new approach for high level video structuring
Author :
Kwon, Yong-Moo ; Song, Chung-Jun ; Kim, Ig-Jue
Author_Institution :
Imaging Media Res. Center, Korea Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
The paper introduces a high level video structuring scheme using both color and motion features. Until now, color information has been used for video scene segmentation research. However, action movies with rapid motion of objects have characteristics of dynamic changes of color information. In this case, the traditional approach is not so appropriate. To overcome this drawback, a new criterion for video shot similarity using color and motion features is presented and discussed. Then, a new adaptive scene segmentation algorithm is proposed, of which the main features include adaptive weighting of color and motion similarity between two shots. Moreover, the improved overlapping links scheme is proposed for reducing the time cost for shot grouping. The proposed scheme is evaluated using the movie: Terminator II, together with implementing a prototype video browsing system using the structured video
Keywords :
image colour analysis; image motion analysis; image segmentation; multimedia systems; video signal processing; Terminator II; action movies; adaptive scene segmentation algorithm; adaptive weighting; color information; dynamic changes; high level video structuring; motion features; motion similarity; overlapping links scheme; rapid motion; shot grouping; structured video; video browsing system; video scene segmentation research; video shot similarity; Costs; Data mining; Fluid flow measurement; Image segmentation; Layout; Motion measurement; Motion pictures; Multimedia systems; Prototypes; Shape measurement;
Conference_Titel :
Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-6536-4
DOI :
10.1109/ICME.2000.871475