Linde, Buzo, and Gray (LBG) proposed a VQ design algorithm based on a training s...


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Download Source Codes:   LBG.zip (85.51 kB)  

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Linde, Buzo, and Gray (LBG) proposed a VQ design algorithm based on a training sequence. The use of a training sequence bypasses the need for multi-dimensional integration. The LBG algorithm is of iterative type and in each iteration a large set of vectors, generally referred to as training set, is needed to be processed. Usually, vectors sampled from a group of typical signals to be encoded altogether construct a training set T={x1,x 2,?.x M} ,where xi represents a sampled training vector and M represents the size of training set which is far greater than the codebook size N.

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Project Files

NameSizeDate
 codebook.bmp5.05 kB03-14-98 13:52
 findweight.m559.00 B03-03-06 12:04
 LVQ.M1.71 kB03-03-06 12:04
 LVQCODE.M711.00 B03-03-06 12:04
 lvqdecode.m597.00 B02-13-06 14:24
 main.m713.00 B03-14-98 14:00
 parameter.MAT129.02 kB02-20-05 10:40
 PSNR.M262.00 B03-03-06 12:05
 testlvq1.m691.00 B03-03-06 12:05
 TRAINLVQ.M556.00 B03-03-06 12:05
...

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