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Enhancement of Image Fusion Performance Using DDCT and PCA Hybrid Algorithm.

Authors :
Yadav, Pushpa
Amhia, Hemant
Source :
IUP Journal of Telecommunications; Aug2021, Vol. 13 Issue 3, p39-47, 9p
Publication Year :
2021

Abstract

The paper designs a hybrid method for image fusion technique. The proposed algorithm is a combination of Directional Discrete Cosine Transform (DDCT) and Principal Component Analysis (PCA) technique. The proposed algorithm gives better results compared to other traditional techniques like Discrete Wavelet Transform (DWT) and segmentation. The multiple problems in image fusion like image noise, image pixel quality, etc. are identified using image filter. The paper also uses impulse filter to reduce image noise and improve pixel quality. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09755551
Volume :
13
Issue :
3
Database :
Complementary Index
Journal :
IUP Journal of Telecommunications
Publication Type :
Academic Journal
Accession number :
154669846