Intelligent information systems and image processing: A novel pan-sharpening technique based on Multiscale decomposition

Ahmad Al Smadi, Xidian University
Ahed Abugabah, Zayed University

Document Type

Conference Proceeding

Source of Publication

ACM International Conference Proceeding Series

Publication Date

12-29-2018

Abstract

© 2018 Association for Computing Machinery. Pansharpening is a technique belong to the image fusion field, the main goal of pansharpening is to enhance the Spatial resolution of multi-spectral image while preserving the spectral resolution. In this paper a simple pan-sharpening technique using saliency detection based on a guided filter is presented. In this technique the guided filter is used to build saliency detection algorithm. The saliency can be identified by making a saliency map that can be an outstanding part of the salient information of the image. we evaluate our technique by using some real and degraded data-sets then compare our technique with some existing methods in both subjective and objective aspects. The experimental results show that the proposed strategy can accomplish magnificent execution in both subjective and objective aspects.

ISBN

9781450366137

Publisher

Association for Computing Machinery

First Page

208

Last Page

212

Disciplines

Computer Sciences

Keywords

Guided filtering, Pansharpening, Saliency detection

Scopus ID

85064522633

Indexed in Scopus

yes

Open Access

no

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