A Neurofuzzy Analysis of Cloud Motion from Satellite Imagery


Newland, F.T. (1996) A Neurofuzzy Analysis of Cloud Motion from Satellite Imagery.

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Description/Abstract

This report describes the first six months of study into satellite imagery processing using neurofuzzy methods. It proposes the generation of wind information from multitemporal, multispectral satellite imagery using such methods, assisted by novel image pre- and post-processing. The various data sources are considered in terms of the information they contain, the accuracy limitations and the sources of noise. The current advanced techniques for deriving satellite cloud motion winds (CMWs) are then outlined and the areas for improvement discussed. Intelligent image processing is described and considered in terms of the new information it addresses. The problem of wind vector generation is broken down into sub-tasks for discussion within the context of neural, fuzzy and novel image processing techniques. An approximate timetable for the next few months proposed study is given.

Item Type: Monograph (Technical Report)
Additional Information: Address: Department of Electronics and Computer Science
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science
ePrint ID: 250021
Date Deposited: 04 May 1999
Last Modified: 27 Mar 2014 19:50
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/250021

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