A Simple Algorithm for Ordering and Compression of Vector Codebooks

The problem of storage or transmission of codevectors is an essential issue in vector quantization with custom codebook. The proposed technique for compression of codebooks relies on structuring and ordering properties of a binary split algorithm used for codebook design. A simple algorithm is presented for automatic ordering of the codebook entries in order to group similar codevectors. This similarity is exploited in efficient compression of the codebook content by the means of lossless differential coding and lossy DCTbased coding. Experimental results of two compression experiments are reported and show that a small compression gain can be achieved in this way.

• Type: Conference
• Year: 2001
• Where: CAIP
• Authors: Maciej Bartkowiak, Adam Luczak
• Keywords: CAIP 2001, Codebook, Codebook Design, Custom Codebook, Image Analysis