DocumentCode
2111230
Title
Coastline detection in SAR images using texture analysis in textural or geometrical multi-resolution
Author
Onana, V.P. ; Ngono, J. Mvogo ; Trébossen, H. ; Rudant, J.P. ; Tonye, E.
Author_Institution
Lab. d´´Electronique et de Traitement du Signal, Ecole Polytechnique de Yaounde, Cameroon
Volume
3
fYear
2001
fDate
2001
Firstpage
1549
Abstract
A new method is proposed in this paper for coastline extraction which uses the SAR amplitude images, or if available, the interferometric coherence images. This method uses texture analysis based on textural multi-resolution (TMR) or geometrical multi-resolution (GMR), for a fine analysis of coastline. First order texture measures (TM) have been used. In TMR, a series of TM are generated at various textural scales from the original image. In GMR case, a wavelet transform produces a low-resolution approximation of the original image. Consequently, TM are also generated at a suitable low-resolution approximation. A selection of the suitable TM in one or another multi-resolution approach, leads to a good separation of sea and coastal area and reveals coastline. A detection of discontinuities allows then easy extraction of coastline. The obtained results are promising and show a good detection, and a good continuity of coastline. A proposed method has been tested on ERS SAR amplitude and coherence coastal region images of Cameroon, Mauritania and Guyana
Keywords
edge detection; feature extraction; geophysical signal processing; image resolution; image texture; radar imaging; radar resolution; remote sensing by radar; spaceborne radar; synthetic aperture radar; Cameroon; GMR; Guyana; Mauritania; SAR images; TMR; coastline detection; coastline extraction; geometrical multi-resolution; interferometric coherence images; low-resolution; textural multi-resolution; texture analysis; wavelet transform; Coherence; Humans; Image analysis; Image resolution; Image segmentation; Image texture analysis; Radar detection; Sea measurements; Testing; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2001. IGARSS '01. IEEE 2001 International
Conference_Location
Sydney, NSW
Print_ISBN
0-7803-7031-7
Type
conf
DOI
10.1109/IGARSS.2001.976907
Filename
976907
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