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Investigating the training of convolutional neural networks with limited sidescan sonar image datasets

Steiniger, Yannik and Stoppe, Jannis and Kraus, Dieter and Meisen, Tobias (2022) Investigating the training of convolutional neural networks with limited sidescan sonar image datasets. In: 2022 OCEANS Hampton Roads, OCEANS 2022. OCEANS 2022, 2022-10-17 - 2022-10-20, Hampton Roads, USA. doi: 10.1109/OCEANS47191.2022.9977255. ISBN 978-1-6654-6809-1. ISSN 0197-7385.

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Item URL in elib:https://elib.dlr.de/189994/
Document Type:Conference or Workshop Item (Speech)
Title:Investigating the training of convolutional neural networks with limited sidescan sonar image datasets
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Steiniger, YannikUNSPECIFIEDhttps://orcid.org/0000-0002-9327-446XUNSPECIFIED
Stoppe, JannisUNSPECIFIEDhttps://orcid.org/0000-0003-2952-3422UNSPECIFIED
Kraus, DieterCity Univertity of Applied Sciences BremenUNSPECIFIEDUNSPECIFIED
Meisen, TobiasUniversity of Wuppertalhttps://orcid.org/0000-0002-1969-559XUNSPECIFIED
Date:2022
Journal or Publication Title:2022 OCEANS Hampton Roads, OCEANS 2022
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.1109/OCEANS47191.2022.9977255
ISSN:0197-7385
ISBN:978-1-6654-6809-1
Status:Published
Keywords:Deep Learning Sidescan Sonar Computer Vision Sonar Imagery
Event Title:OCEANS 2022
Event Location:Hampton Roads, USA
Event Type:international Conference
Event Start Date:17 October 2022
Event End Date:20 October 2022
HGF - Research field:other
HGF - Program:other
HGF - Program Themes:other
DLR - Research area:no assignment
DLR - Program:no assignment
DLR - Research theme (Project):no assignment
Location: Bremerhaven
Institutes and Institutions:Institute for the Protection of Maritime Infrastructures > Maritime Security Technologies
Deposited By: Steiniger, Yannik
Deposited On:05 Jan 2023 12:03
Last Modified:24 Apr 2024 20:51

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