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A Neural Network Based Seafloor Classification Using Acoustic Backscatter

2002
This paper presents a study results of the Artificial Neural Network (ANN) architectures [Self Organizing Map (SOM) and Multi-Layer Perceptron (MLP)] using single beam echosounding data. The single beam echosounder, operable at 12 kHz, has been used for backscatter data acquisitions from three distinctly different seafloor's from the the Arabian Sea ...
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Coastal Seafloor Geomorphological Features, Classification

2018
Charles W. Finkl, Christopher Makowski
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Seafloor Classification based on Sub-bottom Profiler Data using Random Forest

2022 3rd International Conference on Geology, Mapping and Remote Sensing (ICGMRS), 2022
Yu Luo, Xu Zheng, Jian Shi, Jin Huang
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Seafloor Classification Using Multifrequency Interferometric Sonar in Shallow Waters

OCEANS 2025 Brest
Mathieu Serratrice   +3 more
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