A Codebook Compression Method for Vector Quantization Algorithm
Abul Hasnat,
Dibyendu Barman,
Md Azizul Hoque
et al.
Abstract:This study introduces a novel approach to enhance the compression ratio of the vector quantization (VQ) algorithm by specifically targeting the compression of its codebook. The VQ algorithm typically generates an index matrix and a codebook to represent compressed images. The proposed method focuses on reducing the size of the codebook, which comprises N codewords, each with elements quantized into four levels. Each 8-bit element in a codeword is compressed to 2-bits, and the encoded codeword is accompanied by… Show more
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