ROCKY SHORELINE EXTRACTION USING A DEEP LEARNING MODEL AND OBJECT-BASED IMAGE ANALYSIS

22 citations as recorded by crossref.

1. A method for the extraction of shorelines from airborne lidar data in muddy areas and areas with shoals W. Li et al. https://doi.org/10.1080/2150704X.2022.2042616
2. A Method for Optimal Estimation of Shoreline in Cliff Zones Based on Point Cloud Segmentation and Centroid Calculation W. Li et al. https://doi.org/10.3390/app122110810
3. The shoreline shifts: A comprehensive review of change analysis focusing Arabian Gulf within a global context S. Backer et al. https://doi.org/10.1016/j.rsma.2026.105433
4. Advances in Remote Sensing and Deep Learning in Coastal Boundary Extraction for Erosion Monitoring M. Blais & M. Akhloufi https://doi.org/10.3390/geomatics5010009
5. Automatic Regionalized Coastline Extraction Method Based on High-Resolution Images Z. Lu et al. https://doi.org/10.1109/ACCESS.2024.3356710
6. Advances in Shoreline Detection using Satellite Imagery T. Kang et al. https://doi.org/10.7837/kosomes.2023.29.6.598
7. Quantifying shoreline dynamics in the Indian Sundarban delta with Google Earth Engine (GEE)-based automatic extraction approach M. Santra et al. https://doi.org/10.1007/s42965-023-00321-w
8. Shoreline time series analysis through the Isoradiometric method: Bridging landscape evolution and coastal management F. Caldareri et al. https://doi.org/10.1016/j.jag.2025.104618
9. Shoreline extraction on Java’s North Coast based on the satellite imagery: utilizing U-Net segmentation across diverse coastal characteristics E. Wiguna et al. https://doi.org/10.1007/s12145-025-02022-5
10. Automatic Detection and Analysis of the Shoreline Change Rate at Maravanthe Coast, India A. Yadav et al. https://doi.org/10.1080/01490419.2024.2359917
11. Segmentation and Classification of Pléiades Satellite Imagery for Complex Shoreline Proxy Delineation in the Western Canadian Arctic A. Clark et al. https://doi.org/10.2112/JCOASTRES-D-24-00036.1
12. Developments in deep learning algorithms for coastline extraction from remote sensing imagery: a systematic review S. Khurram et al. https://doi.org/10.1007/s12145-025-01805-0
13. An Overview of Coastline Extraction from Remote Sensing Data X. Zhou et al. https://doi.org/10.3390/rs15194865
14. Shoreline_All: Lightweight Shoreline Mapping by Leveraging Airborne Point Clouds to Address Data Sparsity or Missing in Vegetated Areas via Coastal Profile Method Fusion W. Li et al. https://doi.org/10.1109/TGRS.2026.3682353
15. ArcExSL: an ArcGIS Toolbox for Automated Shoreline Extraction and Database Generation from Satellite Imageries V. Anandhan et al. https://doi.org/10.1007/s12524-025-02385-8
16. Shoreline kinematics in Libreville (Gabon) derived from very high spatial resolution (VHR) imagery using machine and deep learning techniques N. Manomba-Mbadinga & S. Niculescu https://doi.org/10.1016/j.acags.2026.100407
17. Multiscale Object-Based Classification and Feature Extraction along Arctic Coasts A. Clark et al. https://doi.org/10.3390/rs14132982
18. pyShore: A deep learning toolkit for shoreline structure mapping with high-resolution orthographic imagery and convolutional neural networks Z. Lv et al. https://doi.org/10.1016/j.cageo.2022.105296
19. A Quantitative Assessment of the Inconsistency Between Waterbody Segmentation and Shoreline Positioning in Deep Learning Models W. Wang et al. https://doi.org/10.3390/geomatics6010021
20. BDCN_UNet: Advanced shoreline extraction techniques integrating deep learning A. Mahmoud et al. https://doi.org/10.1007/s12145-024-01693-w
21. Research on coastline extraction and dynamic change from remote sensing images based on deep learning Q. Lv et al. https://doi.org/10.3389/fenvs.2024.1443512
22. Detecting Subpixel Changes in the Coastal Vegetation Line With Sentinel-2 Imagery C. O'Sullivan et al. https://doi.org/10.1109/JSTARS.2026.3661632