Automated Procurement of Training Data for Machine Learning Algorithm on Ship Detection Using AIS Information

Automated Procurement of Training Data for Machine Learning Algorithm on Ship Detection Using AIS Information

Development of convolutional neural network (CNN) optimized for object detection, led to significant developments in ship detection. Although training data critically affect the performance of the CNN-based training model, previous studies focused mostly on enhancing the architecture of the training...

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Bibliographic Details
Main Authors: Juyoung Song, Duk-jin Kim, Ki-mook Kang
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Remote Sensing
Subjects:
ship detection
training data
AIS
SAR
machine learning
Online Access:https://www.mdpi.com/2072-4292/12/9/1443

Internet

https://www.mdpi.com/2072-4292/12/9/1443

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