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Image Compression using Wavelet

by Jebakumari Beulah

 

27 Jun 2008 (Updated 30 Jun 2008)

No BSD License  

This code compress the image using wavelets. Both gray scale and RGB images can be applied and some

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Description

The following implementation steps have been made for the devised algorithm, which is based on 2D-wavelet.  
1. Reading an image of either gray scale or RGB image.  
2. Converting the image into grayscale if the image is RGB.  
3. Decomposition of images using wavelets for the level N.  
4. Selecting and assigning a wavelet for compression.  
5. Generating threshold coefficients using Birge-Massart strategy.  
6. Performing the image compression using wavelets.  
7. Computing and displaying the results such as compressed image, retained energy and Zero coefficients.  
8. Decompression the image based on the wavelet decomposition structure.  
9. Plotting the reconstructed image.  
10. Computing and displaying the size of original image, compressed image and decompressed image.

Required Products Wavelet Toolbox
MATLAB release MATLAB 6.5 (R13)
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Comments and Ratings (3)
02 Aug 2008 varsha bhole very useful
24 Nov 2008 Ratanlal Dondi  
24 Nov 2008 Ratanlal Dondi very useful to my project
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Tag Activity for this File
Tag Applied By Date/Time
compression Jebakumari Beulah 22 Oct 2008 10:07:43
wavelet Jebakumari Beulah 22 Oct 2008 10:07:43
code Jebakumari Beulah 22 Oct 2008 10:07:43
image processing Jebakumari Beulah 22 Oct 2008 10:07:43
image Jebakumari Beulah 22 Oct 2008 10:07:43
compress Jebakumari Beulah 22 Oct 2008 10:07:43
code Ratanlal Dondi 24 Nov 2008 06:51:58

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