Title :
An alternative method for surface current extraction from X-band marine radar images
Author :
Chengxi Shen ; Weimin Huang ; Gill, Eric W.
Author_Institution :
Fac. of Eng. & Appl. Sci., Memorial Univ. of Newfoundland, St. John´s, NL, Canada
Abstract :
In this paper, a novel current inversion algorithm from X-band marine radar images is proposed. The routine begins with a 3D-FFT of the radar image sequence, followed by the extraction of the dispersion shell from the 3-D image spectrum. After a polar coordinate transformation, the "polar current shell" is then analyzed to retrieve current information such as the speed and direction of encounter. Particularly, a Grubbs\´ test is conducted to remove outliers along each radial direction, and a robust sinusoidal curve fitting is applied to the data points along each circumferential direction. For validation, the algorithm is tested against simulated radar PPI images. The results indicate that the proposed procedure, unlike most existing current inversion schemes, is not susceptible to high current speeds and has no direction restriction. Meanwhile, the relatively low computational cost makes it an excellent choice in practical marine applications.
Keywords :
feature extraction; geophysical image processing; ocean waves; oceanographic techniques; remote sensing by radar; solid modelling; 3-D image spectrum; Grubbs test; X-band marine radar images; dispersion shell extraction; polar coordinate transformation; polar current shell; radar image 3D-FFT sequence; robust sinusoidal curve fitting; surface current extraction; Dispersion; Radar imaging; Radar remote sensing; Sea surface; Surface waves; Vectors; Marine radar; sea surface current;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947458