Title :
Structured "truncated Golomb code" for context-based adaptive VLC
Author :
Kato, Suduatsu ; Sugimoto, Kuzuo ; Adachi, Satorii ; Etoh, Minoru
Author_Institution :
Multimedia Labs., NTT DoCoMo Inc., Kanagawa, Japan
Abstract :
In this paper, we describe a structured variable length coding (VLC) based on Golomb code that generalize the current context-based adaptive variable length coding (CAVLC) in the emerging video coding standard H.264/AVC. The current CAVLC is characterized as unstructured VLC and uses extensive dedicated code tables. Lack of generality due to these code tables causes a problem of over-fitting or over-learning when we estimate a set of coding parameters. We propose a "compact" structured code based on Golomb code providing generality, extensibility, and low implementation complexity with only three parameters. Introduction of a simple truncation method enables to avoid reversed order code length and remove unused code space for finite set of symbols. Experimental results show its similar coding efficiency to current CAVLC while reducing the size of memories to store code tables and providing adaptability for various probability functions.
Keywords :
adaptive codes; probability; variable length codes; video coding; H.264/AVC standard; context-based adaptive variable length coding; dedicated code table; probability function; structured truncated Golomb code; structured variable length coding; truncation method; video coding standard; Code standards; Decoding; Discrete cosine transforms; Encoding; Laboratories; Parameter estimation; Probability density function; Stability; Testing; Video coding;
Conference_Titel :
Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
Print_ISBN :
953-184-061-X
DOI :
10.1109/ISPA.2003.1296916