Accession Number : ADA305786
Title : Fusion Of Synthetic Aperture Radar Data And Visible Imagery from SIR-C.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : Hartigan, Andrew G.
PDF Url : ADA305786
Report Date : SEP 1995
Pagination or Media Count : 143
Abstract : Remotely sensed imagery from space has typically been done by platforms using only one portion of the electromagnetic spectrum. The SIR-C/X-SAR Space Shuttle mission, however, had the unique opportunity to obtain visible imagery and synthetic aperture radar data from the same platform. SAR and visible images of Norfolk Navy Base in Norfolk, Virginia were successfully merged and analyzed, demonstrating that combining the information from two different parts of the electromagnetic spectrum increases the useful information content of an image. Principal Component Analysis on the radar data demonstrated successful data reduction and feature extraction. Attempts at unsupervised classification using neural network analysis were less successful.
Descriptors : *SYNTHETIC APERTURE RADAR, *RADAR IMAGES, *VISIBLE SPECTRA, *DATA FUSION, NEURAL NETS, THESES, REMOTE DETECTORS, DATA REDUCTION, SPACE SHUTTLES, EXTRACTION, NETWORK ANALYSIS(MANAGEMENT), REMOTE DETECTION, TACTICAL DATA SYSTEMS, SYNERGISM, SPACEBORNE.
Subject Categories : Active & Passive Radar Detection & Equipment
Atomic and Molecular Physics and Spectroscopy
Distribution Statement : APPROVED FOR PUBLIC RELEASE