Global convergence and empirical consistency of the generalized Lloyd algorithm
IEEE Transactions on Information Theory
Vector quantization and signal compression
Vector quantization and signal compression
Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Data and image compression (4th ed.): tools and techniques
Data and image compression (4th ed.): tools and techniques
Introduction to data compression
Introduction to data compression
Subband Image Coding
Vector Quantization
Transform Coding of Images
Digital Compression of Still Images and Video
Digital Compression of Still Images and Video
Digital Image Compression Techniques
Digital Image Compression Techniques
Globally optimal vector quantizer design by stochastic relaxation
IEEE Transactions on Signal Processing
Multiple local optima in vector quantizers (Corresp.)
IEEE Transactions on Information Theory
Vector quantization by deterministic annealing
IEEE Transactions on Information Theory
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In the last few years Vector Quantisation has become an important technique in speech and image compression and recognition. The jump from one dimension to the multiple ones allows wealth of new ideas, concepts, techniques and applications. In this paper there is enclosed a desription of vector quantisation idea, the design techniques, optimization methods and practical implementations.