Home > Archives > IJSRST16264 IJSRST-Library

Image Fusion Using Cross Bilateral Filter

Authors(3) :-B. Rama Manohara Megi, K.Dhilli, D. Rahul

Image fusion is a sub-field of image processing in which more than one images are fused to create an image where all the objects are in focus. Image fusion is of significant importance due to its application in medical science, forensic and defense departments. It is proposed to fuse source images by weighted average using the weights computed from the detail images that are extracted from the source images using cross bilateral filter. The performance of the proposed method has been verified on several pairs of multi-sensor and multi-focus images, and compared with the existing methods like wavelet transform, and guided filtering techniques, visually and quantitatively. It is found that, none of the methods have shown consistence performance for all the performance metrics. But as compared to them, the proposed method has shown good performance in most of the cases. In this, propose a fast and effective image fusion method to merging multiple images. Experimental results demonstrate the proposed method is well efficient than several existing methods.
B. Rama Manohara Megi, K.Dhilli, D. Rahul
Image Fusion, Wavelet Transform, Guided Filter, Cross Bilateral Filter
  1. Firou z Abdullah Al-Was sai, N.V. K lyankar, "The IHS Transformations Based Image Fusion".
  2. Ashok Mandhare,"Pixel Level Image Fusion using Brovey Transform", IJAREEIE, June 2013.
  3. Tajinder Singh, Mandeep Kaur and Amandeep Kaur, "A Detailed Comparative Study of Various Image Fusion Techniques Used In Digital Images", International Journal of Advanced Engineering Technology, pp. 50-52, 2013.
  4. Desale, Rajenda Pandit, and Sarita Verma. "Study and analysis of PCA, DCT & DWT based image fusion techniques." In Signal Processing Image Processing & Pattern Recognition(ICSIPR), 2013 International Conference on  pp. 66-69. IEEE, 2013.
  5. Po-Whei Huang, Cheng- I Chen, Phen- Lan Lin, Ping Chen, Li- Pin Hsu, "PET and MRI Brain Image Fusion Using Wavelet Transform with Information Adjustment and Spectral Information Patching", 2014 IEEE International Symposium on Bioelectronics and Bioinformatics (IEEE) ISBB 2014), 978-1-4799-2770-8/14, 2014 IEEE.
  6. Johnson suthakar R, Annapoorani D, Richard Singh Samuel F, Nimal M K, "Multi-Focus Image Fusion Using Guided Filtering", International Journal Of Research In Computer Applications And Robotics, Vol.2 Issue.11, Pg.: 115-123 November 2014
Publication Details
  Published in : Volume 2 | Issue 6 | November-December 2016
  Date of Publication : 2016-12-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 66-70
Manuscript Number : IJSRST16264
Publisher : Technoscience Academy
PRINT ISSN : 2395-6011
ONLINE ISSN : 2395-602X
Cite This Article :
B. Rama Manohara Megi, K.Dhilli, D. Rahul , "Image Fusion Using Cross Bilateral Filter", International Journal of Scientific Research in Science and Technology(IJSRST), Print ISSN : 2395-6011, Online ISSN : 2395-602X, Volume 2, Issue 6 , pp.66-70, November-December-2016.
Journal URL : http://ijsrst.com/IJSRST16264

Article Preview