Title :
Use of the multiresolution capability of wavelets for ship detection in SAR imagery
Author :
Tello, Marivi ; Mallorqui, Jordi J. ; Aguasca, Albert ; Lopez-Martinez, Carlos
Author_Institution :
Dept. of Signal Theor. & Commun., Univ. Politecnica de Catalunya, Barcelona
Abstract :
Carrying out an effective control of fishing activities is essential to guarantee a sustainable exploitation of sea resources. As the regulated areas are extended, satellite-based synthetic aperture radar (SAR) provides a powerful surveillance capability allowing the observation of broad expanses, independently from weather effects and from the day/night cycle. This paper proposes a novel approach for ship detection based on the analysis of oceanic SAR images by means of the wavelet transform. The analysis of the detection performance over both simulated and real RADARSAT SAR images confirms the robustness of the proposed method: ships, undetectable with other conventional techniques are noticeably sharpened, whereas background noise is drastically reduced
Keywords :
aquaculture; marine radar; oceanographic techniques; radar detection; radar imaging; remote sensing by radar; ships; surveillance; synthetic aperture radar; synthetic aperture sonar; wavelet transforms; RADARSAT SAR images; SAR imagery; edge detection; fishing activity control; multiresolution analysis; oceanic SAR images; satellite SAR; sea resources; ship detection; surveillance; sustainable exploitation; synthetic aperture radar; wavelet multiresolution; wavelet transform; Analytical models; Image analysis; Image resolution; Marine vehicles; Performance analysis; Radar detection; Surveillance; Synthetic aperture radar; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1370073