Title :
Video scene determination using audiovisual data analysis
Author :
Rho, Seungmin ; Hwang, Eenjun
Author_Institution :
Graduate Sch. of Inf. & Commun., Ajou Univ., Suwon, South Korea
Abstract :
While current approaches for segmenting or classifying audiovisual data are mostly focused on visual information, audio information may also play an important role in the content parsing for many applications. We propose a novel scheme for determining video scenes by analyzing both audio and video data. We also describe some preliminary experiments that we have performed and report some of the results in the automatic segmentation and classification of audiovisual data for video indexing and retrieval. Audio segmentation and classification are used not only for extracting useful video indexing information, but also for performing a preprocessing step for other analysis modules.
Keywords :
content-based retrieval; database indexing; image classification; image retrieval; image segmentation; video signal processing; audio classification; audio information; audio segmentation; audiovisual data analysis; audiovisual data classification; audiovisual data segmentation; content parsing; video indexing information extraction; video retrieval; video scene determination; visual information; Audio databases; Data analysis; Data mining; Histograms; Indexing; Information analysis; Information retrieval; Layout; Performance analysis; Video sequences;
Conference_Titel :
Distributed Computing Systems Workshops, 2004. Proceedings. 24th International Conference on
Print_ISBN :
0-7695-2087-1
DOI :
10.1109/ICDCSW.2004.1284019