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Automated extraction of coastline from satellite imagery

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Presentation on theme: "Automated extraction of coastline from satellite imagery"— Presentation transcript:

1 Automated extraction of coastline from satellite imagery
H.Liu and K.C. Jezek

2 Introduction Why? Autonomous Navigation Geographical Exploration
Coastal Erosion Monitoring and Modelling Coastal Resource Inventory and Management. Boundary Detection Problem Edge Detection Image Segmentation

3 Methodology Overview Pre-segmentation Segmentation Post-segmentation

4 Pre-segmentation Processing Algorithms
Noise Removal Edge Enhancement

5 Image Segmentation Local Thresholds Bimodal Gaussian Curve

6 Image Segmentation PDF Lenvenberg-Margardt method Canny Edge Detector

7 Image Segmentation

8 Image Segmentation Where to start? Solve the quadratic

9 Post Segmentation Processing
Region Grouping and Labelling Delineating Vectorization

10 Application Example Antarctic Imaging Campaign in 1997 SAR Images

11 Discussion and Conclusions
Image Quality Improvements Liu & Jezek 2004


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