HUANG Xiao-xia~1, LI Hong-ga~1, HUANG Bo~2. Oil Slicks Extracted by Level Set Method in Synthetic Aperture Radar Images[J]. Journal of Remote Sensing, 2005,(5):549-554.
HUANG Xiao-xia~1, LI Hong-ga~1, HUANG Bo~2. Oil Slicks Extracted by Level Set Method in Synthetic Aperture Radar Images[J]. Journal of Remote Sensing, 2005,(5):549-554. DOI: 10.11834/jrs.20050580.
The special indications in Synthetic Aperture Radar images formed by oil slicks on ocean surface
which are seeped from hydrocarbon under sea bed
is important to search ocean oil and gas resources. This paper explores the segmentation of oil spills using a partial differential equation (PDE) level set method
which represents the oil slick surface as an implicit propagation interface. Specifically
the image intensity gradient is utilized as the impetus and direction for oil slick propagation. The integration of the intensity driven speed and curvature flow into the method allows the front interface to propagate naturally with topological changes
significant protrusions and narrow regions
giving rise to a stable and smooth boundary. In addition
it reduces the speckles simultaneously. The proposed method has been illustrated by experiments on oil slick segmentation using the ERS-2 SAR images. Its advantages over the traditional image segmentation approaches have also been demonstrated.