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
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;
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
DOI :
10.1109/CBMI.2009.25