Title :
Semantic video summarization in compressed domain MPEG video
Author :
Yu, Jek Charlson So ; Kankanhalli, Mohan S. ; Mulhen, P.
Author_Institution :
Sch. of Comput., Nat. Univ. of Singapore, Singapore
Abstract :
In this paper, we present a semantic summarization algorithm that interfaces with the metadata and that works in compressed domain, in particular MPEG-1 and MPEG-2 videos. In enabling a summarization algorithm through high-level semantic content, we try to address two major problems. First, we present the facility provided in the DVA system that allows the semi-automatic creation of this metadata. Second, we address the main point of this system which is the utilization of this metadata to filter out frames, creating an abstract of a video summary quality survey indicates that the proposed method performs satisfactorily.
Keywords :
feature extraction; meta data; video coding; video databases; MPEG video; compressed domain; digital video album system; high-level semantic content; metadata; semantic summarization algorithm; semantic video summarization; video summary quality survey; Boolean algebra; Color; Computer interfaces; Databases; Face detection; Filters; Skin; Transform coding; Video compression; XML;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1221315