Title :
Multi-resolution eddy detection from ocean color and Sea Surface Temperature images
Author :
Karoui, Imen ; Chauris, Hervé ; Garreau, Pierre ; Craneguy, Phillipe
Author_Institution :
Technopole Brest Iroise, Plouzane, France
Abstract :
We propose a multi resolution method for automatic detection of eddies on both simulated and satellite Sea Surface Temperature (SST) or ocean color images. Our approach consists in a curvelet based analysis of image fronts along circles with specified radius values. The main interests of the proposed method are: It is carried out on image gradient, and is thus not sensitive to the choice of binarization threshold; With the multi-resolution aspect and the anisotropic spatial support shape of curvelet elements, we can deal with no perfectly circular eddies (curvelet width) and we also take into account the image regularity to distinguish between real eddies and noise (curvelet length). We have tested the method on several modeled and satellite images in the North Western Mediterranean sea and the results prove the relevance of the proposed approach.
Keywords :
geophysical image processing; ocean temperature; oceanographic techniques; remote sensing; swirling flow; underwater optics; wavelet transforms; automatic eddy detection; binarisation threshold; curvelet elements; image front curvelet based analysis; image gradient; image regularity; multiresolution eddy detection; north western Mediterranean sea; satellite SST images; satellite ocean color images; sea surface temperature; Image color analysis; Image edge detection; Ocean temperature; Remote sensing; Sea surface; Shape;
Conference_Titel :
OCEANS 2010 IEEE - Sydney
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4244-5221-7
Electronic_ISBN :
978-1-4244-5222-4
DOI :
10.1109/OCEANSSYD.2010.5603856