Title :
Using MPEG-7 for Generic Audiovisual Content Automatic Summarization
Author :
Matos, Nuno ; Pereira, Fernando
Author_Institution :
Inst. Super. Tecnico, Lisboa
Abstract :
This paper proposes and evaluates a fully automatic summarization application for generic audiovisual based on MPEG-7 compliant hierarchical summary descriptions, which allows providing flexibility, low complexity, and interoperability. The novelty of this paper regards the exploitation of a three features, low-level arousal model to generate the summary metadata needed to instantiate MPEG-7 compliant summary descriptions with the advantages this brings in terms of interoperability. Moreover, a novel, solid performance evaluation methodology has been proposed and its application has been performed.
Keywords :
audio-visual systems; feature extraction; meta data; video signal processing; MPEG-7; generic audiovisual content automatic summarization; hierarchical summary descriptions; summary metadata; Event detection; Feature extraction; Image analysis; MPEG 7 Standard; Mood; Performance evaluation; Power system modeling; Solids; Supervised learning; System testing; MPEG-7 description; Summarization; generic audiovisual content;
Conference_Titel :
Image Analysis for Multimedia Interactive Services, 2008. WIAMIS '08. Ninth International Workshop on
Conference_Location :
Klagenfurt
Print_ISBN :
978-0-7695-3344-5
Electronic_ISBN :
978-0-7695-3130-4
DOI :
10.1109/WIAMIS.2008.18