Volume 9, Number 16, December 2019
Neighbour Alpha Stable Fusion in Wavelet Decomposition and Laplacian Pyramid
Authors
Rachid Sabre1 and Ias Wahyuni2, 1University of Burgundy/Agrosup Dijon, France and 2Universitas Gunadarma, Indonesia
Abstract
In this paper, a new multifocus image fusion method is proposed, which combines the Laplacian pyramid, wavelet decomposition and uses alpha stable distance as a selection rule. First, using Laplacian pyramid, we decomposed the multifocus images into several levels of pyramid and then applied wavelet decomposition at each level. The contribution of this work is to fuse the wavelet images at each level by using alpha stable distance as a selection rule. To get the final fused image, we reconstructed the combined image at every level of the pyramid. This protocolwas compared to other methods and showed good results.
Keywords
Image fusion, Laplacian pyramid, Wavelet decomposition