Title :
Detection of slide transition for topic indexing
Author :
Ngo, Chong Wah ; Pong, Ting Chuen ; Huang, Thomas S.
Author_Institution :
Dept. of Comput. Sci., City Univ. of Hong Kong, Kowloon, China
Abstract :
This paper presents an automatic and novel approach in detecting the transitions of slides for video sequences of technical lectures. Our approach adopts a foreground vs background segmentation algorithm to separate a presenter from the projected electronic slides. Once a background template is generated, text captions are detected and analyzed. The segmented caption regions as well as background templates together provide salient visual cues to decide whether a slide is flipped and replaced. The partitioning of videos according to slide changes not only structure the content of video according to topics, but also facilitate the synchronization of video, audio and electronic slides for effective indexing, browsing and retrieval.
Keywords :
content-based retrieval; data compression; database indexing; image retrieval; image segmentation; image sequences; synchronisation; video coding; DCT; MPEG format; audio slides; background segmentation algorithm; background template; electronic slides; foreground segmentation algorithm; segmented caption regions; slide transition detection; synchronization; text captions; topic indexing; video browsing; video content structural analysis; video encoding; video indexing; video partitioning; video retrieval; video sequences; Character recognition; Computer science; Content based retrieval; Image segmentation; Indexing; Layout; Motion detection; Partitioning algorithms; Speech recognition; Video sequences;
Conference_Titel :
Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on
Print_ISBN :
0-7803-7304-9
DOI :
10.1109/ICME.2002.1035669