Accurate and efficient determination of the shoreline in ERS-1 SAR images
نویسندگان
چکیده
Extraction of the shoreline in SAR images is a difficult task to perform using simple image processing operations such as grey-value thresholding, due to the presence of speckle and because the signal returned from the sea surface may be similar to that from the land. A semiautomatic method for detecting the shoreline accurately and efficiently in ERS-1 SAR images is presented. This is aimed primarily at a particular application, namely the construction of a digital elevation model of an intertidal zone using SAR images and hydrodynamic model output, but could be carried over to other applications. A coarsefine resolution processing approach is employed, in which sea regions are first detected as regions of low edge density in a low resolution image, then image areas near the shoreline are subjected to more elaborate processing at high resolution using an active contour model. Over 90% of the shoreline detected by the automatic delineation process appear visually correct.
منابع مشابه
Determination of flood-prone areas using Sentinel-1 Radar images (Case study: Flood on March 2019, Kashkan River, Lorestan Province)
Determination of flood-prone areas using Sentinel-1 Radar images (Case study: Flood on March 2019, Kashkan River, Lorestan Province) Introduction Although natural hazards occur in all parts of the world, their incidence is higher in Asia than in any other part of the world. Natural phenomena are considered as natural hazards when they cause damage or financial losses to human beings. Iran ...
متن کاملData Processing WAVELET ALGORITHM FOR SHORELINE CHANGE MODEL FROM RADARSAT- 1 SAR IMAGES
This paper introduces a new approach for utilizing the multi-resolution wavelet decomposing for shoreline change rate detection from RADARSAT-1 SAR image. The wavelet approximation of the Two RADARSAT-1 SAR images (1998-2004) defined by the sum two-dimensional wavelet functions at different scales and locations. The raw RADARSAT-1 SAR images were decomposed into a low and high frequencies image...
متن کاملInternal Wave Extraction in Sar Oceanic Surface Image Based on Stationary Wavelet Transform
An Internal Wave Feature Extraction (IWFE)algorithm based on Stationary Wavelet Transform (SWT) in SAR oceanic surface images is proposed. In this algorithm, SWT is applied to process SAR images and its coefficients are used to calculate the Wavelet Gradient Information (WGI). And the IWFE is obtained as edges by searching the calcaulated WGI’s maximum module value.. The morphological thinning ...
متن کاملUrban Change Detection Using Coherence and Intensity Characteristics of Multi-temporal ERS-1/2 Imagery
In this paper, the potential of multitemporal ERS-1/2 InSAR data for detecting urban land-cover changes is investigated on a test area within Shanghai city, China. A new unsupervised change-detection approach is proposed, which is characterized by the combined use of two temporal variations based on backscattering intensity and long-term coherence from multitemporal ERS-1/2 SAR images. The prop...
متن کاملDetermination of height of urban buildings based on non-parametric estimation of signal spectrum in SAR data tomography
Nowadays, the TomoSAR technique has been able to overcome the limitations of radar interferometry techniques in separating multiple scatterers of pixels. By extending the principles of virtual aperture in the elevation direction, these techniques pay much attention in the analysis of urban challenging areas. Despite the expectation of interference of the distribution of buildings with different...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- IEEE Trans. Geoscience and Remote Sensing
دوره 34 شماره
صفحات -
تاریخ انتشار 1996