SHALLOW WATER BATHYMETRY MAPPING FROM UAV IMAGERY BASED ON MACHINE LEARNING

36 citations as recorded by crossref.

1. DepthLearn: Learning to Correct the Refraction on Point Clouds Derived from Aerial Imagery for Accurate Dense Shallow Water Bathymetry Based on SVMs-Fusion with LiDAR Point Clouds P. Agrafiotis et al. 10.3390/rs11192225
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3. Concept of an Innovative Autonomous Unmanned System for Bathymetric Monitoring of Shallow Waterbodies (INNOBAT System) M. Specht et al. 10.3390/en14175370
4. Underwater Cultural Heritage Documentation Using Photogrammetry A. Calantropio & F. Chiabrando 10.3390/jmse12030413
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6. Integration of Photogrammetric and Spectral Techniques for Advanced Drone-Based Bathymetry Retrieval Using a Deep Learning Approach E. Alevizos et al. 10.3390/rs14174160
7. Numerical Imaging of the Seabed and Acoustic Flares with Topography and Velocity Variance S. Cheong et al. 10.3390/rs14184652
8. Bringing Bathymetry LiDAR to Coastal Zone Assessment: A Case Study in the Southern Baltic P. Tysiac 10.3390/rs12223740
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11. Using UAVs and Photogrammetry in Bathymetric Surveys in Shallow Waters A. Del Savio et al. 10.3390/app13063420
12. Satellite‐Derived Bathymetry in Dynamic Coastal Geomorphological Environments Through Machine Learning Algorithms M. Ashphaq et al. 10.1029/2024EA003554
13. Precision Landing Tests of Tethered Multicopter and VTOL UAV on Moving Landing Pad on a Lake C. Kownacki et al. 10.3390/s23042016
14. Coupling of Dual Channel Waveform ALS and Sonar for Investigation of Lake Bottoms and Shore Zones J. Chormański et al. 10.3390/rs13091833
15. Development and Evaluation of a Tethered Class C3 Hexacopter in Maritime Conditions on the Helipad of a Ferry C. Kownacki et al. 10.3390/app13169396
16. Creating an Autonomous Hovercraft for Bathymetric Surveying in Extremely Shallow Water (<1 m) M. Troup et al. 10.3390/s23177375
17. Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters P. Agrafiotis et al. 10.3390/rs12020322
18. Methodology for Creating a Digital Bathymetric Model Using Neural Networks for Combined Hydroacoustic and Photogrammetric Data in Shallow Water Areas M. Łącka & J. Łubczonek 10.3390/s24010175
19. Emerging Sensor Platforms Allow for Seagrass Extent Mapping in a Turbid Estuary and from the Meadow to Ecosystem Scale J. Krause et al. 10.3390/rs13183681
20. Global Satellite-Based Coastal Bathymetry from Waves R. Almar et al. 10.3390/rs13224628
21. Method for determining of shallow water depths based on data recorded by UAV/USV vehicles and processed using the SVR algorithm M. Specht et al. 10.1016/j.measurement.2023.113437
22. Simulating a Hybrid Acquisition System for UAV Platforms B. Alsadik et al. 10.3390/drones6110314
23. Determination of the Minimum Safe Distance between a USV and a Hydro-Engineering Structure in a Restricted Water Region Sounding A. Makar 10.3390/en15072441
24. Structure-from-Motion on shallow reefs and beaches: potential and limitations of consumer-grade drones to reconstruct topography and bathymetry C. David et al. 10.1007/s00338-021-02088-9
25. Integration Data Model of the Bathymetric Monitoring System for Shallow Waterbodies Using UAV and USV Platforms O. Lewicka et al. 10.3390/rs14164075
26. Extracting Shallow-Water Bathymetry from Lidar Point Clouds Using Pulse Attribute Data: Merging Density-Based and Machine Learning Approaches K. Lowell & B. Calder 10.1080/01490419.2021.1925790
27. Analysis of Methods for Determining Shallow Waterbody Depths Based on Images Taken by Unmanned Aerial Vehicles M. Specht et al. 10.3390/s22051844
28. Comparative Analysis of Unmanned Aerial Vehicles Used in Photogrammetric Surveys M. Specht et al. 10.12716/1001.17.02.21
29. Seven Good Reasons for Integrating Terrestrial and Marine Spatial Datasets in Changing Environments M. Prampolini et al. 10.3390/w12082221
30. Learning from Synthetic Data: Enhancing Refraction Correction Accuracy for Airborne Image-Based Bathymetric Mapping of Shallow Coastal Waters P. Agrafiotis et al. 10.1007/s41064-021-00144-1
31. Analysis of Very High Spatial Resolution Images for Automatic Shoreline Extraction and Satellite-Derived Bathymetry Mapping G. Randazzo et al. 10.3390/geosciences10050172
32. Concept of an Innovative System for Dimensioning and Predicting Changes in the Coastal Zone Topography Using UAVs and USVs (4DBatMap System) O. Specht et al. 10.3390/electronics12194112
33. Under-Canopy Drone 3D Surveys for Wild Fruit Hotspot Mapping P. Trybała et al. 10.3390/drones8100577
34. High resolution optical and acoustic remote sensing datasets of the Puck Lagoon Ł. Janowski et al. 10.1038/s41597-024-03199-y
35. Highlighting the Use of UAV to Increase the Resilience of Native Hawaiian Coastal Cultural Heritage K. Steward et al. 10.3390/rs16122239
36. Assessment of the Steering Precision of a UAV along the Flight Profiles Using a GNSS RTK Receiver O. Lewicka et al. 10.3390/rs14236127