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
Link To Document :
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