DocumentCode :
298017
Title :
Separating ice-water composites and computing floe size distributions
Author :
Soh, Leen-Kiat ; Haverkamp, Donna ; Tsatsoulis, Costas
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Kansas Univ., Lawrence, KS, USA
Volume :
3
fYear :
1996
fDate :
27-31 May 1996
Firstpage :
1532
Abstract :
Describes an image processing technique that separates ice-water composites and determines the floe size distribution and concentration from SAR polar imagery. At marginal ice zones (MIZs), ice dynamics are active, providing important information for climatic indications and polar navigation. Hence, the identification of the ice-water composites and floe size distribution in these areas is of importance to geophysicists and polar navigator. The authors have designed a multi-phase technique that combines Gaussian approximation, Laplacian measurement and structural modeling to obtain ice-water segmentation and floe extraction. With this technique they compute floe size distribution, ice-water composites, and coverage statistics. They have successfully tested their technique on a database of SAR MIZ imagery and established floe distribution and ice coverage maps for the corresponding areas
Keywords :
feature extraction; geophysical signal processing; image classification; image segmentation; oceanographic techniques; radar imaging; remote sensing by radar; sea ice; spaceborne radar; synthetic aperture radar; Gaussian approximation; Laplacian measurement; MIZ; SAR imaging; SAR polar imagery; feature extraction; ice coverage mapping; ice edge; ice floe size distribution; ice-water composite; image classification; image processing; image segmentation; marginal ice zones; measurement technique; multi-phase technique; ocean; radar remote sensing; sea ice; synthetic aperture radar; Distributed computing; Gaussian approximation; Geophysical measurements; Geophysics computing; Ice; Image processing; Image segmentation; Laplace equations; Navigation; Statistical distributions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1996. IGARSS '96. 'Remote Sensing for a Sustainable Future.', International
Conference_Location :
Lincoln, NE
Print_ISBN :
0-7803-3068-4
Type :
conf
DOI :
10.1109/IGARSS.1996.516721
Filename :
516721
Link To Document :
بازگشت