Title :
Implementation of image fusion algorithm using MATLAB (LAPLACIAN PYRAMID)
Author_Institution :
ECE Dept., Shri Vishnu Eng. Coll. for Women, Bhimavaram, India
Abstract :
This paper represents a approach to implement image fusion algorithm ie LAPLACIAN PYRAMID. In this technique implements a pattern selective approach to image fusion. The basic idea is to perform a pyramid decomposition on each source image and finally reconstruct the fused image by performing an inverse pyramid transform. It offers benefits like resolution, S/N ratio and pixel size. The aim of image fusion, apart from reducing the amount of data, is to create new images that are more suitable for the purposes of human/machine perception, and for further image-processing tasks such as segmentation, object detection or target recognition in applications such as remote sensing and medical imaging Based on this technique finally it reconstructs the fused image from the fused pyramid.
Keywords :
image fusion; image reconstruction; inverse transforms; mathematics computing; LAPLACIAN PYRAMID; MATLAB; human-machine perception; image fusion algorithm; image reconstruction; image-processing tasks; inverse pyramid transform; pattern selective approach; pyramid decomposition; source image; Image fusion; Image reconstruction; Image resolution; Laplace equations; Remote sensing; Wavelet transforms; Image fusion; Image fusion system; Laplacian Pyramid;
Conference_Titel :
Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013 International Multi-Conference on
Conference_Location :
Kottayam
Print_ISBN :
978-1-4673-5089-1
DOI :
10.1109/iMac4s.2013.6526401