Classification of Hull Blocks of Ships Using CNN with Multi-View Image Set from 3D CAD Data

Classification of Hull Blocks of Ships Using CNN with Multi-View Image Set from 3D CAD Data

In order to proceed with shipbuilding scheduling involving hundreds of hull blocks of ships, it is important to mark the locations of the hull blocks with the correct block identification number. Incorrect information about the locations and the identification numbers of hull blocks causes disruptio...

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Bibliographic Details
Main Authors: Haemyung Chon, Daekyun Oh, Jackyou Noh
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Journal of Marine Science and Engineering
Subjects:
ship hull block
3D CAD data
convolutional neural network
multi-view imageset
image classification
binarization
Online Access:https://www.mdpi.com/2077-1312/11/2/333

Internet

https://www.mdpi.com/2077-1312/11/2/333

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