DocumentCode :
2327806
Title :
Automated MPEG audio-video summarization and description
Author :
Sugano, Masaru ; Nakajima, Yasuyuki ; Yanagihara, Hiromasa
Author_Institution :
KDDI R&D Labs. Inc., Tokyo, Japan
Volume :
1
fYear :
2002
fDate :
2002
Abstract :
The paper proposes a novel method for automatically summarizing MPEG coded audio-video content in the compressed domain, and describing audio-video summaries in the MPEG-7 standard format. Semantically important features for summary generation are carefully analyzed, and two types of summaries, digest and highlight, are extracted. A digest extraction is based on an audio level estimation and visual features analysis, where digest shots are adaptively determined for user-specified duration by utilizing the MPEG-7 based motion features. A highlight-based summarization from TV broadcast sports programmes is achieved by analyzing audio class and audio level. The extracted summaries and related features are described by the MPEG-7 description tools. Experimental results show that the digests and highlights can be successfully extracted in various kinds of contents without a priori knowledge of content characteristics.
Keywords :
audio coding; data compression; feature extraction; multimedia communication; parameter estimation; video coding; MPEG audio-video description; MPEG audio-video summarization; MPEG-7 description tools; MPEG-7 motion features; TV broadcast sports programmes; audio class; audio level; audio level estimation; compressed domain; digest extraction; highlight summarization; summary generation; visual features analysis; Algorithm design and analysis; Broadcasting; Face recognition; Feature extraction; MPEG 7 Standard; Motion pictures; Streaming media; TV; Transform coding; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-7622-6
Type :
conf
DOI :
10.1109/ICIP.2002.1038186
Filename :
1038186
Link To Document :
بازگشت