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Wavelet Based Image Compression implementation using SOFM

by Aarathy M

 

19 Oct 2005 (Updated 10 Apr 2006)

Generating Adaptive Codebook using SOFM.

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Description

Wavelet Transform is a superior approach to other time frequency analysis tools because its time scale width of the window can be stretched to match the original signal especially in image analysis.By using SOFM technique,we have made an attempt in employing lossy technique i.e., Vector Quantisation to encode the sub bands formed by the application of wavelet Transform.

Acknowledgements
This submission has inspired the following:
IMAGE COMPRESSION & RECONSTRUCTION OF IMAGES
Required Products Wavelet Toolbox
MATLAB release MATLAB 6.0 (R12)
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Comments and Ratings (11)
19 Oct 2005 yang su

many thanks!

06 Apr 2006 vishal R  
06 Apr 2006 minon kash  
14 Sep 2006 niraj dhanesha  
03 Dec 2006 xiao weihua

there is no SOFM technique in mat file,but the ppt is just good

09 Feb 2007 Jagan jagan  
15 Mar 2007 muthuram n s  
17 May 2007 daha oussama  
28 Aug 2007 vidhya lakshmi  
25 Dec 2007 sai ram krishna

i studied all the concept its excellent.....
i hav a very little knowledge on SOFM soo can i know where the concept of SOFM is used and what r the functions of the SOFM used..??

23 Apr 2009 hbu 

is it use the SOFM in source?

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Updates
06 Apr 2006

Here I have calculated some Parameters

10 Apr 2006

Changing the title

Tag Activity for this File
Tag Applied By Date/Time
compression Aarathy M 22 Oct 2008 08:03:19
image compression using sofm Aarathy M 22 Oct 2008 08:03:19
thank you krithi ka 07 Jul 2011 05:06:49

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