Title :
Extraction of TV highlights using multimedia features
Author :
Dagtas, S. ; Abdel-Mottaleb, M.
Author_Institution :
Philips Res. - USA, Briarcliff Manor, NY, USA
Abstract :
The amount of digital multimedia content available to consumers is growing due to the digital capturing devices such as digital cameras and camcorders. With this increase in content, it becomes important for people to be able to browse and search for content in a timely manner. To enable efficient content-based video browsing, extracted descriptions and annotations are needed to represent the content. We present algorithms for the automatic extraction of highlights in video using audio, text and visual features. These extracted descriptions can be used for selective browsing of sports videos. We also present the experimental results for the proposed algorithms on several hours of sports programs
Keywords :
audio signal processing; content-based retrieval; feature extraction; image classification; image retrieval; multimedia communication; television applications; text analysis; video signal processing; TV highlights extraction; annotations; audio features; content-based video browsing; digital capturing devices; digital multimedia content; extracted descriptions; multimedia features; sports programs; sports videos; text features; visual features; Automation; Consumer electronics; Digital cameras; Energy states; Humans; Indexing; Multimedia communication; Multimedia systems; TV; Video equipment;
Conference_Titel :
Multimedia Signal Processing, 2001 IEEE Fourth Workshop on
Conference_Location :
Cannes
Print_ISBN :
0-7803-7025-2
DOI :
10.1109/MMSP.2001.962717