Research Article

Oil Spills Detection from SAR Images Using Wavelets

Volume: 4 Number: 1 November 12, 2018
EN

Oil Spills Detection from SAR Images Using Wavelets

Abstract

Oil spills detection is an actual environmental problem. Oil spills can occur during ships’ oil and/or fuel leakage or in great catastrophes. Small leaks are hardly detectable. Early detection and monitoring of greater spills can be useful in damage suppression and control. A new oil spill detection algorithm is presented in the paper. The algorithm is based on wavelet analysis of the radar image and the data fusion of VTS data, which should correlate to the image processing results to obtain the validated detection. The proposed algorithm exploits both the approximation and the details of the wavelet decomposition.

Keywords

References

  1. Akkartal, A., Sunar, F., (2008). The Usage of Radar Images in Oil Spill Detection. The Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. XXXVII/Part B8: 271-276.
  2. Likoka, A.A., Likoka, A.P., Karathanassi, V., (2015). Water Observation with Radar of Synthetic Opening Images. http://balwois.com/balwois/administration/full_paper /ffp-511.pdf.
  3. Brekke, C., Solberg, A. (2005). Feature Extraction for Oil Spill Detection Based on SAR Images. Lecture notes in computer science, Springer, vol. 3540, pp. 75–84, Berlin.
  4. Salberg, A.B., Rudjord, O., Solberg, A.H.S., (2014). Oil Spill Detection in Hybrid Polarimetric SAR Images. IEEE T. Geosci. Remote. 52(10): 6521-6533.
  5. Santillan, J.R., Paringit, E.C., 2011. Oil Spill Detection in Envisat ASAR Images Using Radar Backscatter Thresholding and Logistic Regression Analysis. 32nd Asian Conference on Remote Sensing (ACRS 2011), 3-7 October 2011, Vol. 1, pp. 473-480, Tapei, Taiwan.
  6. ElZaart, A. Ghosn, A.A., 2013. SAR images thresholding for oil spill detection. Proc. Saudi Int. Electronics, Communications and Photonics Conference (SIECPC), 27-30 April 2013, pp. 1-5. Riyadh, Saudi Arabia.
  7. Ramakrishnan, R., Majumdar, T.J., (2013). Classification of oil spill in the Krishna-Godavari offshore using ERS-1 SAR images with a fuzzy logic approach. Indian J. Mar. Sci. 42(4): 431-436.
  8. Fana, J., Zhangb, F., Zhaob, D., Wanga, J., (2015). Oil Spill Monitoring Based on SAR Remote Sensing Imagery. Aqu. Proc. 2015(3): 112–118.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Publication Date

November 12, 2018

Submission Date

March 22, 2018

Acceptance Date

May 4, 2018

Published in Issue

Year 2018 Volume: 4 Number: 1

APA
Vujovıć, İ., & Kuzmanıć, İ. (2018). Oil Spills Detection from SAR Images Using Wavelets. Turkish Journal of Maritime and Marine Sciences, 4(1), 73-80. https://izlik.org/JA62CM36RW
AMA
1.Vujovıć İ, Kuzmanıć İ. Oil Spills Detection from SAR Images Using Wavelets. TRJMMS. 2018;4(1):73-80. https://izlik.org/JA62CM36RW
Chicago
Vujovıć, İgor, and İvica Kuzmanıć. 2018. “Oil Spills Detection from SAR Images Using Wavelets”. Turkish Journal of Maritime and Marine Sciences 4 (1): 73-80. https://izlik.org/JA62CM36RW.
EndNote
Vujovıć İ, Kuzmanıć İ (November 1, 2018) Oil Spills Detection from SAR Images Using Wavelets. Turkish Journal of Maritime and Marine Sciences 4 1 73–80.
IEEE
[1]İ. Vujovıć and İ. Kuzmanıć, “Oil Spills Detection from SAR Images Using Wavelets”, TRJMMS, vol. 4, no. 1, pp. 73–80, Nov. 2018, [Online]. Available: https://izlik.org/JA62CM36RW
ISNAD
Vujovıć, İgor - Kuzmanıć, İvica. “Oil Spills Detection from SAR Images Using Wavelets”. Turkish Journal of Maritime and Marine Sciences 4/1 (November 1, 2018): 73-80. https://izlik.org/JA62CM36RW.
JAMA
1.Vujovıć İ, Kuzmanıć İ. Oil Spills Detection from SAR Images Using Wavelets. TRJMMS. 2018;4:73–80.
MLA
Vujovıć, İgor, and İvica Kuzmanıć. “Oil Spills Detection from SAR Images Using Wavelets”. Turkish Journal of Maritime and Marine Sciences, vol. 4, no. 1, Nov. 2018, pp. 73-80, https://izlik.org/JA62CM36RW.
Vancouver
1.İgor Vujovıć, İvica Kuzmanıć. Oil Spills Detection from SAR Images Using Wavelets. TRJMMS [Internet]. 2018 Nov. 1;4(1):73-80. Available from: https://izlik.org/JA62CM36RW

Creative Commons Lisansı

This Journal is licensed with Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence (CC BY-NC-ND 4.0).