Title :
Detection of oil slick signatures in SAR images by fusion of hysteresis thresholding responses
Author :
Kanaa, Thomas F N ; Tonye, E. ; Mercier, G. ; Onana, V.P. ; Ngono, J. Mvogo ; Frison, P.-L. ; Rudant, J.P. ; Garello, R.
Author_Institution :
Lab. d´´Electron. et de Traitement du Signal, Ecole Nat. Superieure Polytech., Yaounde, Cameroon
Abstract :
A new method is proposed in this paper to detect oil slick signatures in oceanographic SAR images. This method is based on directional behavioural oil slick in the sea surface. Therefore, directional hysteresis thresholding responses are first computed in order to bring to the fore dark spots, and increase pixels connexity in each Freeman direction. Those responses are then merged with the help of a Context Independent Constant Behaviour (CICB) operator. The proposed method is tested on ERS SAR amplitude images of Mediterranean and Atlantic seas. The obtained results are promising and show a good qualitative detection.
Keywords :
marine pollution; oceanographic techniques; radar detection; radar imaging; remote sensing by radar; synthetic aperture radar; water pollution measurement; Atlantic seas; Freeman direction; Mediterranean seas; SAR images; dark spots; hysteresis thresholding responses fusion; oil slick signatures; sea surface; Feature extraction; Hysteresis; Marine pollution; Monitoring; Oil pollution; Performance analysis; Petroleum; Sea surface; Synthetic aperture radar; Wind speed;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN :
0-7803-7929-2
DOI :
10.1109/IGARSS.2003.1294573