Volume 2, Issue 2 (9-2018)                   ijcoe 2018, 2(2): 11-20 | Back to browse issues page


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Mirsane H, Maghsoudi Y, Emadi R, Mostafavi M. Automatic Coastline Extraction Using Radar and Optical Satellite Imagery and Wavelet-IHS Fusion Method. ijcoe. 2018; 2 (2) :11-20
URL: http://ijcoe.org/article-1-112-en.html
1- Hydrography M.Sc., North Tehran branch, Islamic Azad University, Tehran, Iran.
2- Faculty of Geodesy and Geomatics Engineering, Khaje Nasir Toosi University of Technology (KNTU), Tehran, Iran
3- Department of Geomatics Engineering, South Tehran branch, Islamic Azad University, Tehran, Iran.
Abstract:   (2108 Views)
The coastline is defined as an edge or land margin by the sea. Managing such ecological environments in terms of continuous changes requires monitoring at different intervals. To do this, it is necessary to use remote sensing techniques to detect and analyze coastline variations. Two study areas located on the coast of the Persian Gulf (South part of the Qeshm Island and the port of Tien to Asaluyeh) have been studied by two types of optical and radar images and wavelet edge detection algorithm for coastline extracting. In this study, the coastline is extracted in two ways, firstly the coastline extracts from both optical and radar images separately, then by images fusion using wavelet-IHS method. The accuracy obtained in Qeshm area in 2009 from optical, radar and fused images was 3.4, 5.5 and 3.2 respectively, and in Asaluyeh region in 2007, 2.1, 3.4 and 2.98 respectively.
Full-Text [PDF 1157 kb]   (1569 Downloads)    
Type of Study: Research | Subject: Coastal Engineering
Received: 2018/07/16 | Accepted: 2018/09/1 | ePublished: 2018/09/15

References
1. Acar, U., Bayram, B., Balik Sanli, F., Abdikan, S., Sunar, F. and Cetin, H.I., (2012), An Algorithm for Coastline Detection Using SAR Images, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B3, 2012 XXII ISPRS Congress, 25 August – 01 September 2012, Melbourne, Australia.
2. Adegoke, J.O., Fageja, M., James, G., Agbaje, G. and Ologunorisa, T.E., (2010), An Assessment of Recent Changes in the Niger Delta Coastline Using Satellite Imagery. Journal of Sustainable Development, Vol.3(4), p.277-296. [DOI:10.5539/jsd.v3n4p277]
3. Aiazzi, B., Alparone, L., Baronti, S., Garzelli, A. and Selva, M., (2006), MTF-tailored multiscale fusion of high-resolution MS and Pan Imagery, Photogrammetric Engineering & Remote Sensing, Vol.72(5), p.591–596. [DOI:10.14358/PERS.72.5.591]
4. Buono, A. and Mascolo, (2014), L., A multi-polarization analysis of coastline extraction using X-band COSMO-SkyMed SAR data, Journal of Latex Class Files, VOL.1(1).
5. Chen, K.S., Wang, H.W., Wang, C.T. and Chang, W.Y., (2011), A Study of Decadal Coastal Changes on Western Taiwan Using a Time Series of ERS Satellite SAR Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.4(4), p.826-835. [DOI:10.1109/JSTARS.2011.2131635]
6. Hong, G., Zhang, Y. and Mercer, B., (2009) A Wavelet and IHS Integration Method to Fuse High Resolution SAR with Moderate Resolution Multispectral Images Photogrammetric Engineering & Remote Sensing, Number 10, p. 1213-1223(11). DOI: https://doi.org/10.14358/PERS.75.10.1213 [DOI:10.14358/PERS.75.10.1213.]
7. Inglada, J and Garello, R., (1999), Depth estimation and 3-D topography reconstruction from SAR images showing underwater bottom topography signatures, in Proc. IGARSS'99, vol.2, Hamburg, Germany, p. 956–958 [DOI:10.1109/IGARSS.1999.774497]
8. Lee, J. S and Jurkevich, I., (1990), Coastline detection and tracing in SAR images, IEEE Transfer, Geosci. Remote Sensing, vol.28, p. 662–668. [DOI:10.1109/TGRS.1990.572976]
9. Lee, J. S., Grunes, M.R. and De Grandi, G., (1999), Polarimetric SAR Speckle Filtering and its Implication for Classification, IEEE Transfer, Geosci. Remote Sensing, Vol.37(5), p.2363-2373. [DOI:10.1109/36.789635]
10. Liu, H. and JEZEK, K.C., (2004), Automated extraction of coastline from satellite imagery by integrating Canny edge detection and locally adaptive thresholding methods. International Journal of Remote Sensing, Vol.25(5), p.937–958 [DOI:10.1080/0143116031000139890]
11. Mallat, S. G., (1989), A theory for multiresolution signal decomposition: The wavelet representation, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.11(7), p.674–693. [DOI:10.1109/34.192463]
12. Mallat, S. G. and Hwang, W.L., (1992), Singularity detection and processing with wavelets, IEEE Transfer, Inform. Theory, vol.38, p. 617–643. [DOI:10.1109/18.119727]
13. Mallat, S. G. and Zhong, S., (1992), Characterization of signals from multiscale edges, IEEE Transfer, Pattern Anal. Machine Intell., vol.14, p.710–732. [DOI:10.1109/34.142909]
14. Mason, D. C and Davenport, I. J., (1996), Accurate and efficient determination of the shoreline in ERS-1 SAR images, IEEE Transfer, Geosci. Remote Sensing, vol.34, p.1243–1253. [DOI:10.1109/36.536540]
15. Nazmfar, H., Fathi, M. H., Sarmasti, N. and Khaliji, M. A., (2013), Monitoring changes in multi-spectral and multi-temporal satellite data processing Sefidrud Delta, Conference: International conference on Sensors and Models in Photogrammetry and Sensing (SMPR2013), At Iran, Volume: 2nd.
16. Niedermeier, A., Romaneessen, E. and Lehner, S., (2000), Detection of coastlines in SAR images using wavelet methods, IEEE Transactions on Geoscience and Remote Sensing, Vol.38, p.2270–2281. [DOI:10.1109/36.868884]
17. Ouyang, Y., Chong, J. and Wu, Y., (2010), Two coastline detection methods in Synthetic Aperture Radar imagery based on Level Set Algorithm, International Journal of Remote Sensing, Vol.31(17-18), p.4957-4968. [DOI:10.1080/01431161.2010.485142]
18. Qiu, Z.C., (1990), The study on the remote sensing data fusion, Acta Geodaetica et Cartographica Sinica, Vol.19(4), p.290–296.
19. Sahu, V. and Sahu, D., (2014), Image Fusion using Wavelet Transform: A Review, Global Journal of Computer Science and Technology, Global Journals Inc. (USA), ISSN: 0975-4172 & Print ISSN: 0975-4350, Vol. 14 Issue 5 Version 1.0.
20. Svab, A., and Ostir, K., (2006), High-resolution image fusion: Methods to preserve spectral and spatial resolution, Photogrammetric Engineering & Remote Sensing, Vol.72(5), p.565–572. [DOI:10.14358/PERS.72.5.565]
21. Wang, Y. and Allen, R. T., (2008), Estuarine shoreline change detection using Japanese ALOS PALSAR HH and JERS-1 L-HH SAR data in the Albemarle-Pamlico Sounds, North Carolina, USA, International Journal of Remote Sensing, Vol.29(15), p.4429-4442. [DOI:10.1080/01431160801932525]
22. Yocky, D.A., (1996), Multiresolution wavelet decomposition image merger of Landsat Thematic Mapper and SPOT panchromatic data, Photogrammetric Engineering & Remote Sensing, Vol.62(3), p.295–303.
23. Zhang, D., L. Van Gool, and Ooosterlinck, A., (1994), Coastline detection from SAR images, in Proc. IEEE IGARSS'94. [DOI:10.1109/IGARSS.1994.399672]

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