The Hyper-Angular Cube Concept for Improving the Spatial and Acoustic Resolution of MBES Backscatter Angular Response Analysis

The Hyper-Angular Cube Concept for Improving the Spatial and Acoustic Resolution of MBES Backscatter Angular Response Analysis

This study presents a novel approach, based on high-dimensionality hydro-acoustic data, for improving the performance of angular response analysis (ARA) on multibeam backscatter data in terms of acoustic class separation and spatial resolution. This approach is based on the hyper-angular cube (HAC)...

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Bibliographic Details
Main Authors: Evangelos Alevizos, Jens Greinert
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Geosciences
Subjects:
angular response analysis
acoustic backscatter
supervised classification
ARA
sediment characterization
multi-dimensional
machine learning
seafloor mapping
Online Access:https://www.mdpi.com/2076-3263/8/12/446

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https://www.mdpi.com/2076-3263/8/12/446

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