DocumentCode :
1648758
Title :
An approach for tracking oil slicks by using active contours on satellite images
Author :
Robla, S. ; Llata, J.R. ; Torre, C. ; Sarabia, E.G.
Author_Institution :
Electron. Technol. & Autom. Syst. Dept., Univ. of Cantabria, Santander, Spain
fYear :
2009
Firstpage :
1
Lastpage :
8
Abstract :
This paper describes a process for achieving oil spill detection in satellite images acquired after tanker accidents. These images have been treated with image processing techniques, such us image equalization, image binarization and morphological operations, to obtain the residue segmentation. Once the oil slick is segmented and localized in the image, an active contour is generated around it and fitted to it. The active contour provides useful information about the shape and localization of the oil spill, even providing an estimation of the deformation and the displacement that it could suffer over the time. This information could allow the evolution of residues dumped at sea to be tracked. The validity of this process is demonstrated using several ENVISAT-ASAR images acquired over several regions (Spanish, Philippine and Korean coasts), in which a tanker accident has occurred and as a consequence oil spillage has taken place.
Keywords :
image processing; image segmentation; oceanographic regions; oil pollution; remote sensing by radar; synthetic aperture radar; Advanced Synthetic Aperture Radar; ENVISAT-ASAR image; Envisat satellite; Korean coast; Philippine coast; Spanish coast; active contours; deformation; image binarization; image equalization; image processing technique; image segmentation; oil slicks tracking; satellite image; tanker accident; Accidents; Active contours; Image processing; Image segmentation; Image sensors; Instruments; Petroleum; Radar tracking; Satellites; Shape; Active contours; oil slick; tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS 2009 - EUROPE
Conference_Location :
Bremen
Print_ISBN :
978-1-4244-2522-8
Electronic_ISBN :
978-1-4244-2523-5
Type :
conf
DOI :
10.1109/OCEANSE.2009.5278246
Filename :
5278246
Link To Document :
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