Back to Search Start Over

Survey Paper on Image Fusion using Hybrid Non-subsampled Contourlet Transform and Neural Network

Authors :
Abhishek Agwekar
Dipika Kumari
Source :
2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS).
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

This paper is review on image fusion for different technique i.e. Non-subsampled Contourlet Transform (NSCT) and Neural Network (NN). NSCT is the pyramid structure and gives the multiscale feature of the image. NSCT used to directional filtering structure and used to filter bank. Neural network is a progression of calculations that tries to perceive fundamental connections in a bunch of information through an interaction that impersonates the manner in which the human mind works. The implemented algorithm will applied to MRI image and with the help of NN to calculated accuracy. The previous algorithm was work of different technique i.e. principal component analysis, discrete wavelet transorm and curvelet transform. The implemented algorithm will implement MATLAB software and calculate mean square error and peak signal to noise ratio.

Details

Database :
OpenAIRE
Journal :
2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS)
Accession number :
edsair.doi...........66278a1dd9122ccc448b277c866a4499