Description: This package implements vectoriel quantization according Self Organizing Map paradigm
It allows to :
1. generate a codebook training images set
2. reconstruct a test image according to the generated codebook
3. ute the Peak Signal to Noise Ratio (PSNR) between the test image
and the image obtained after quantization
4. estimate execution time of this process
To Search:
File list (Check if you may need any files):
ImageSOMQuantization\Codebook.m
....................\CodebookManager.m
....................\Images\Baboon.jpg
....................\......\Barbara.tif
....................\......\Boat.tif
....................\......\House.bmp
....................\......\Lena.bmp
....................\......\Peppers.jpg
....................\Lena.bmp
....................\PSNR.m
....................\Quantization.m
....................\QuantizationMain.m
....................\Readme.txt
....................\Images
ImageSOMQuantization