DocumentCode
2323856
Title
Embedded Indexing in Scalable Video Coding
Author
Adami, Nicola ; Boschetti, Alberto ; Leonardi, Riccardo ; Migliorati, Pierangelo
Author_Institution
Signals & Commun. Lab., Univ. of Brescia, Brescia
fYear
2009
fDate
3-5 June 2009
Firstpage
101
Lastpage
106
Abstract
Effective encoding and indexing of audiovisual documents are two key aspects for enhancing the multimedia user experience. In this paper we propose the embedding of low-level content descriptors into a scalable video-coding bit-stream by jointly optimizing encoding and indexing performance. This approach provides a new type of bit-stream where part of the information is used for both content encoding and content description, allowing the so called "midstream content access". To support this concept, a novel technique based on the appropriate combination of vector quantization and scalable video coding has been developed and evaluated. More specifically, the key-pictures of each video GOP are encoded at a first draft level by using an optimal visual-codebook, while the residual errors are encoded using a conventional approach. The same visual-codebook is also used to encode all the key-pictures of a video shot, which boundaries are dynamically estimated. In this way, the visual-codebook is freely available as an efficient visual descriptor of the considered video shot. Moreover, since a new visual-codebook is introduced every time a new shot is detected, also an implicit temporal segmentation is provided.
Keywords
indexing; vector quantisation; video coding; embedded indexing; low-level content descriptor; midstream content access; optimal visual-codebook; scalable video-coding bit-stream; vector quantization; Data mining; Decoding; Encoding; Gunshot detection systems; Image coding; Indexing; Multimedia systems; Usability; Vector quantization; Video coding; multimedia indexing; scalable video coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Content-Based Multimedia Indexing, 2009. CBMI '09. Seventh International Workshop on
Conference_Location
Chania
Print_ISBN
978-1-4244-4265-2
Electronic_ISBN
978-0-7695-3662-0
Type
conf
DOI
10.1109/CBMI.2009.25
Filename
5137824
Link To Document