Call for Paper - January 2023 Edition
IJCA solicits original research papers for the January 2023 Edition. Last date of manuscript submission is December 20, 2022. Read More

Optimal Image Fusion

Print
PDF
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Year of Publication: 2016
Authors:
Shristy Khandelwal, Mahendra Kumar, Anila Dhingra
10.5120/ijca2016911764

Shristy Khandelwal, Mahendra Kumar and Anila Dhingra. Optimal Image Fusion. International Journal of Computer Applications 152(1):48-51, October 2016. BibTeX

@article{10.5120/ijca2016911764,
	author = {Shristy Khandelwal and Mahendra Kumar and Anila Dhingra},
	title = {Optimal Image Fusion},
	journal = {International Journal of Computer Applications},
	issue_date = {October 2016},
	volume = {152},
	number = {1},
	month = {Oct},
	year = {2016},
	issn = {0975-8887},
	pages = {48-51},
	numpages = {4},
	url = {http://www.ijcaonline.org/archives/volume152/number1/26286-2016911764},
	doi = {10.5120/ijca2016911764},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, USA}
}

Abstract

In this paper a saras-type image-fusion technique using hybrid SPIHT and SOMA. This method shows fusion of images and can be used for fusion of multi model image. It is concluded that fusion with advanced single levels offers better fusion quality. This method provides a comparative study between proposed & literature techniques and validation of the projected algorithm as Peak Signal to Noise Ratio (PSNR), Root Mean Square Error (RMSE).

References

  1. M. Kumar et.al., “Digital Image Watermarking using Fractional Fourier transform via image compression”, In IEEE International Conference on Computational Intelligence and Computing Research 2013 (IEEE ICCIC-2013), 26-28 Dec., 2013.
  2. VPS Naidu, “A Novel Image Fusion Technique using DCT based Laplacian Pyramid”, International Journal of Inventive Engineering and Sciences (IJIES) ISSN: 2319–9598, Volume-1, Issue-2, January, 2013.
  3. Mahendra Kumar et. Al..”Fuzzy type Image Fusion using SPIHT Image compression technique”, International Journal of Engineering Research and Applications (IJERA), (Accepted). (Impact factor: 1.69)
  4. Mahendra Kumar et. al.,” Digital Image Watermarking using Fractional Fourier Transform with Different Attacks” International Journal of Scientific Engineering and Technology, Volume No.3 Issue No.8, Aug. 2014, pp : 1008-1011. ((ISSN : 2277-1581))
  5. Mahendra Kumar,” Face Recognition using SOM Neural Network with Different Facial Feature Extraction Techniques” International Journal of Computer Applications (IJCA), Vol. 76, No. 3, Aug. 2013, pp.7-11. (Impact factor: 0.821)
  6. S. Prabha, Dr. M. Sasikala, "Texture Classification Using Curvelet Transform", International Journal of Advancements in Research & Technology, Volume 2, Issue4, April-2013.
  7. Nisha Soni et. al.,” A Matlab Based High Speed Face Recognition System Using SOM Neural Networks” International Journal of Engineering Research and Applications (IJERA), Vol. 3, Issue 4,July-Aug. 2013, pp.785-790. (Impact factor: 1.69)
  8. Rajesh Kumar Kakerda et. Al.,”Fuzzy type Image Fusion using hybrid DCT-FFT based Laplacian Pyramid Transform”, 4th IEEE International Conference on Communication and Signal Processing (ICCSP 2015) 02-04 April 2015 - Melmaruvathur, TN, IND.
  9. M. Kumar et. Al.,” Comparative Study Of Different Classifiers Based Speaker Recognition System Using Modified MFCC For Noisy Environment”, International Conference Green Computing and Internet of Things (ICGCIoT - 2015) 08-10 Oct., 2015, Delhi, IND.
  10. M. Kumar et. Al.,” Robust Digital Image Watermarking using DCT based Pyramid Transform via image compression”, 4th IEEE International Conference on Communication and Signal Processing (ICCSP 2015) 02-04 April 2015 - Melmaruvathur, TN, IND.
  11. Swati Jadon et. Al.,”Face Recognition Using SOM Neural Network with DDCT Facial Feature Extraction Techniques”, 4th IEEE International Conference on Communication and Signal Processing (ICCSP 2015) 02-04 April 2015 - Melmaruvathur, TN, IND.
  12. Reema Jain et. Al.,” Digital Image Watermarking using Hybrid DWT - FFT Technique with Different Attacks”, 4th IEEE International Conference on Communication and Signal Processing (ICCSP 2015) 02-04 April 2015 - Melmaruvathur, TN, IND.
  13. V.P.S. Naidu, “Novel Image fusion techniques using DCT ”, International Journal of Computer Science and Business Informatics, Vol.5, No.1(2013).
  14. Mahendra Kumar et. Al.,” Robust Image Fusion based on Optimal Cuve-let Transform”, International Conference on Micro-Electronics and Telecommunication Engineering (ICMETE 2016) 22 & 23, September, 2016, SRM University, Modinagar, Gaziabad, India.
  15. Mahendra Kumar et. Al.,” Image Fusion Based On Hybrid SPIHT and SOMA”, International Conference on Micro-Electronics and Telecommunication Engineering (ICMETE 2016) 22 & 23, September, 2016, SRM University, Modinagar, Gaziabad, India.
  16. Mahendra Kumar et. al., “Image Fusion based on the Modified Curvelet Transform” In International Conference on Smart Trends for Information Technology and Computer Communications (SmartCom – 2016), Jaipur, India, 6 – 7 August, 2016. (Proceeding in CCIS Series of Springer ) (ISSN Number - 1865-0929).

Keywords

Saras type image, Set Partitioning in Hierarchical Trees (SPIHT), PSNR, RMSE, SOMA.