DocumentCode
598221
Title
Simulation analysis of sea surface current extraction from microwave nautical radar images
Author
Weimin Huang ; Gill, Eberhard
Author_Institution
Fac. of Eng. & Appl. Sci., Memorial Univ., St. John´s, NL, Canada
fYear
2012
fDate
Sept. 30 2012-Oct. 3 2012
Firstpage
2673
Lastpage
2676
Abstract
In this paper, an improved algorithm for extracting sea surface currents from X-band nautical radar image sequences is presented. The marine radar images are simulated by first numerically generating current-included ocean surface elevation maps for given sea states and radar parameters. Then the plan position indicator (PPI) radar images are produced via tilt and shadowing modulation processing. From the simulated radar images, current velocity is derived with a modified iterative least square (LS) fitting method in which higher harmonic wave components and aliasing effects are considered. Here, the correct current velocity is found by a proposed iteration-terminating criterion instead of using a fixed number of iterations. Simulated inversion results for a variety of current velocities and sea states validate the algorithm and show that the number of iterations may be reduced while obtaining highly precise measurement. The performance of the algorithm is also tested using real vertically polarized radar data through comparison with the results from other current methods and an acoustic Doppler current profiler (ADCP).
Keywords
feature extraction; geophysical image processing; ocean waves; oceanographic techniques; remote sensing by radar; acoustic Doppler current profiler; harmonic wave components; iteration terminating criterion; marine radar images; microwave nautical radar images; modified iterative least square fitting method; ocean surface elevation maps; plan position indicator; sea surface current extraction; shadowing modulation processing; tilt processing; Radar antennas; Radar imaging; Sea surface; Shadow mapping; Surface waves; PPI Image; nautical radar; sea surface current;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location
Orlando, FL
ISSN
1522-4880
Print_ISBN
978-1-4673-2534-9
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2012.6467449
Filename
6467449
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