Fast codebook search algorithm for vector quantization using sorting technique
Proceedings of the International Conference on Advances in Computing, Communication and Control
Image retrieval by Kekre's transform applied on each row of Walsh transformed VQ codebook
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Vector quantization using global codebook technique
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
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Digital image compression is an important technique in digital image processing. To improve its performance, we would like to speed up the design process and achieve the highest compression ratio possible. For speed improvement, we have used a fast Kohonen self-organizing neural network algorithm to achieve big saving in codebook construction time. For compression purpose, we propose a new approach called FTVQ ( fast transformed vector quantization), combining together the features of speed improvement, transform coding and vector quantization. We use several experiments to demonstrate the feasibility of this FTVQ approach.