MATLAB: How to generate codebook for vector quantization using RBF neural network

Deep Learning Toolboxdigital image processing

Hello, I am working on image compression for that I want to know about generation of codebook for vector quantization using Radial Basis Function network. Thank you.

Best Answer

Use the functions lookfor, help, doc and type:
>> lookfor lvq
nnd14lv1 - NND4LV1 LVQ1 demonstration.
nnd14lv2 - NND4LV1 LVQ2 demonstration.
initlvq - LVQ weight initialization function.
learnlv1 - LVQ1 weight learning function.
learnlv2 - LVQ 2.1 weight learning function.
lvqnet - Learning vector quantization (LVQ) neural network.
lvqoutputs - Define settings for LVQ outputs, without changing values.
newlvq - Create a learning vector quantization network.
nnt2lvq - Update NNT 2.0 learning vector quantization network.
>> help newlvq
etc.
Hope this helps.
Thank you for formally accepting my answer.
Greg