학술논문

Fractal mapping for sea surface anomalies recognition
Document Type
Conference
Source
IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477) Geoscience and remote sensing symposium Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International. 4:2665-2667 vol.4 2003
Subject
Geoscience
Signal Processing and Analysis
Fractals
Sea surface
Surface morphology
Spectral analysis
Petroleum
Image analysis
Vectors
Image recognition
Pixel
Propulsion
Language
Abstract
The aim of this paper is to investigate whether fractal maps extracted from sea SAR images are useful for discriminating the sea from other entities or anomalies. Fractal mapping consists of locally estimating the fractal dimension of the image. To this purpose four different methods based on covering and spectral analysis are proposed and compared when applied to real ERS1-2 GEC images. Wind falls, sea and line coast are well distinguishable in the fractal maps. This result clearly shows that the use of image fractal processing is a promising and powerful technique for identifying sea surface anomalies.