%0 Conference Proceedings
%T Seabed Classification using a steerable Multibeam Eco Sounder
%+ Département Signal et Communications (SC)
%+ iXBLUE (Entreprise)
%+ Lab-STICC_ENSTAB_CID_SFIIS
%+ Pôle STIC_OSM
%+ Lab-STICC_TB_CID_TOMS
%A Nguyen, Trung-Kien
%A Charlot, Didier
%A Boucher, Jean-Marc
%A Le Chenadec, Gilles
%A Fablet, Ronan
%< avec comité de lecture
%Z 17538
%( Proceedings OCEANS 2016 - Monterey : MTS/IEEE international conference
%B OCEANS 2016 - Monterey : MTS/IEEE international conference
%C Monterey, United States
%P 1 - 4
%8 2016-09-19
%D 2016
%R 10.1109/OCEANS.2016.7761020
%K Multibeam echo sounder (MBES)
%K Seabed mapping
%K Classification and longitudinal modes
%Z Engineering Sciences [physics]/Acoustics [physics.class-ph]
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X The new steerable 3D multi-beam echo sounder system SEAPIX offers different operational modes to acquire supplementary information during the acquisition process. In this paper, we focused on 2 modes : the classical MBES mode and the longitudinal mode. The consistency of the data acquired from these two modes was verified through the evaluation of statistical features (mean, standard deviation, Kullback-Liebler divergence). Besides, the longitudinal mode also proposes a new date type : pixel-based data, which offers a complete backscatering profile for each pixel. A comparison of classification performance was perfomed with a sandard Bayesian method. The pixel-based date clearly outperformed the classical mode's data (93.36% vs. 50.65% using a level-based method and 81.5% using a profile-based method.
%G English
%L hal-01444309
%U https://hal.science/hal-01444309
%~ UNIV-BREST
%~ INSTITUT-TELECOM
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%~ CNRS
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%~ LAB-STICC
%~ LAB-STICC_TB
%~ LAB-STICC_IMTA_CID_TOMS
%~ IMTA_SC
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%~ IMT-ATLANTIQUE
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