CFP last date
20 May 2024
Reseach Article

Implementation and Comparison of different Transform Techniques using Kekre’s Wavelet Transform for Image Fusion

by H. B. Kekre, Tanuja Sarode, Rachana Dhannawat
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 44 - Number 10
Year of Publication: 2012
Authors: H. B. Kekre, Tanuja Sarode, Rachana Dhannawat
10.5120/6302-8513

H. B. Kekre, Tanuja Sarode, Rachana Dhannawat . Implementation and Comparison of different Transform Techniques using Kekre’s Wavelet Transform for Image Fusion. International Journal of Computer Applications. 44, 10 ( April 2012), 41-48. DOI=10.5120/6302-8513

@article{ 10.5120/6302-8513,
author = { H. B. Kekre, Tanuja Sarode, Rachana Dhannawat },
title = { Implementation and Comparison of different Transform Techniques using Kekre’s Wavelet Transform for Image Fusion },
journal = { International Journal of Computer Applications },
issue_date = { April 2012 },
volume = { 44 },
number = { 10 },
month = { April },
year = { 2012 },
issn = { 0975-8887 },
pages = { 41-48 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume44/number10/6302-8513/ },
doi = { 10.5120/6302-8513 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:35:12.660805+05:30
%A H. B. Kekre
%A Tanuja Sarode
%A Rachana Dhannawat
%T Implementation and Comparison of different Transform Techniques using Kekre’s Wavelet Transform for Image Fusion
%J International Journal of Computer Applications
%@ 0975-8887
%V 44
%N 10
%P 41-48
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image fusion combines several images of same object or scene so that the final output image contains more information. In this paper many advanced pixel level fusion techniques like Kekre's wavelet transform, DCT Kekre's wavelet transform, Hadamard Kekre's wavelet transform, Walsh Kekre's wavelet transform techniques for image fusion are proposed and compared. These methods have main advantage that they can be used for images whose sizes are not necessarily integer power of 2.

References
  1. Nianlong Han; Jinxing Hu; Wei Zhang, "Multi-spectral and SAR images fusion via Mallat and À trous wavelet transform ",18th International Conference on Geoinformatics, 09 September 2010, page(s): 1 - 4
  2. XING Su-xia, CHEN Tian-hua, LI Jing-xian "Image Fusion based on Regional Energy and Standard Deviation" , 2nd International Conference on Signal Processing Systems (ICSPS), 2010,Page(s): 739 -743
  3. Xing Su-xia, Guo Pei-yuan and Chen Tian-hua," Study on Optimal Wavelet Decomposition Level in Infrared and visual Light Image Fusion", International Conference on Measuring Technology and Mechatronics Automation (ICMTMA), 2010 , page(s): 616 – 619
  4. Le Song, Yuchi Lin, Weichang Feng, Meirong Zhao "A Novel Automatic Weighted Image Fusion Algorithm", International Workshop on Intelligent Systems and Applications, ISA ,2009 , Page(s): 1 – 4
  5. MA. Mohamed and R. M EI-Den" Implementation of Image Fusion Techniques for Multi-Focus Images Using FPGA" 28th National Radio Science Conference (NRSC 2011) April 26-28, 2011, Page(s): 1 – 11
  6. Dr. H. B. Kekre, Archana Athawale, Dipali Sadavarti,"Algorithm to Generate Kekre's Wavelet Transform from Kekre's Transform" , International Journal of Engineering Science and Technology,Vol. 2(5), 2010, page(s): 756-767.
  7. Shivsubramani Krishnamoorthy, K. P. Soman, "Implementation and Comparative Study of Image Fusion Algorithms", International Journal of Computer Applications, Volume 9– No. 2, November 2010, page(s): 25-35.
  8. V. P. S. Naidu and J. R. Raol," Pixel-level Image Fusion using Wavelets and Principal Component Analysis", Defence Science Journal, Vol. 58, No. 3, May 2008, Page(s): 338-352
  9. Dr. H. B. Kekre, Dr. Tanuja K. Sarode, Sudeep Thepade, Sonal Shroff, "Instigation of Orthogonal Wavelet Transforms using Walsh, Cosine, Hartley, Kekre Transforms and their use in Image Compression", (IJCSIS) International Journal of Computer Science and Information Security, Vol. 9,No. 6, 2011, Page(s) 125-133.
  10. Zhang-Shu Xiao, Chong-Xun Zheng,"Medical Image Fusion Based on An Improved Wavelet Coefficient Contrast", 3rd International Conference on Bioinfromatics and biomedical Engineering, 2009, Page(s)1-4.
  11. H. B. Kekre, Tanuja Sarode, Rachana Dhannawat," Kekre's Wavelet Transform for Image Fusion and Comparison with Other Pixel Based Image Fusion Techniques", vol. 10, No. 3 March 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Dct Kekre's Wavelet Hadamard Kekre's Wavelet Walsh Kekre's Wavelet Image Fusion