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Proceedings Paper

Generation an ideal DEM by fusion shape from shading and interferometry bathymetries for seafloor remote sensing
Author(s): Nada M. Abu Nokra; Laurent Lecornu; Benoit Zerr; Basel Solaiman; Christophe Sintes
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Paper Abstract

In sonar imaging for seafloor remote sensing, research activities are more and more oriented on the use of data fusion approaches. Nowadays, it is well established that using sonar images, the Digital Elevation Maps (DEMs), can be generated by exploiting either the amplitude information or the phase information of the acoustic signal. In this paper, the main interest consists on the generation of a complete Digital Elevation Map (DEM) by the use of a data fusion approach of two existing DEMs issued from two different techniques. The aim of the proposed approach is to elaborate a general interpretation system that coherently links works on data selection and fusion leading to improve DEMs generation and to exploit it in the seafloor remote sensing applications (particularly for the inhomogeneous scenes with a variety terrain). In this paper, shape from shading and the interferometry techniques are considered. Then, the manner of the DEMs fusion proposed, has been based on fuzzy logic and some fuzzy propositions, which defined using experts a priori knowledge source. This promising idea enables information to be managed through the consideration of the imprecision and ambiguity information and the benefit provide by the injection of the a priori knowledge in the decision taken system.

Paper Details

Date Published: 13 February 2004
PDF: 12 pages
Proc. SPIE 5239, Remote Sensing for Environmental Monitoring, GIS Applications, and Geology III, (13 February 2004); doi: 10.1117/12.511015
Show Author Affiliations
Nada M. Abu Nokra, Aleppo Univ. (Syria)
Ecole Nationale Superieure des Telecommunications (France)
Laurent Lecornu, Ecole Nationale Superieure des Telecommunications (France)
Benoit Zerr, Groupe d'Etudes Sous Marine de l'Atlantique (France)
Basel Solaiman, Ecole Nationale Superieure des Telecommunications (France)
Christophe Sintes, Ecole Nationale Superieure des Telecommunications (France)


Published in SPIE Proceedings Vol. 5239:
Remote Sensing for Environmental Monitoring, GIS Applications, and Geology III
Manfred Ehlers; Hermann J. Kaufmann; Ulrich Michel, Editor(s)

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