Satellite Image Registration by Distributed Differential Evolution

Authors:
Ivanoe Falco;Antonio Cioppa;Domenico Maisto;Umberto Scafuri;Ernesto Tarantino
Affiliations:
ICAR---CNR, Via P. Castellino 111, 80131 Naples, Italy;DIIIE, University of Salerno, Via Ponte don Melillo 1, 84084 Fisciano (SA), Italy;ICAR---CNR, Via P. Castellino 111, 80131 Naples, Italy;ICAR---CNR, Via P. Castellino 111, 80131 Naples, Italy;ICAR---CNR, Via P. Castellino 111, 80131 Naples, Italy
Venue:
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
Year:
2009

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Abstract

In this paper a parallel software system based on Differential Evolution for the registration of images is designed, implemented and tested on a set of 2---D remotely sensed images on two problems, i.e. mosaicking and changes in time. Registration is carried out by finding the most suitable affine transformation in terms of maximization of the mutual information between the first image and the transformation of the second one, without any need for setting control points. A coarse---grained distributed version is implemented on a cluster of personal computers.