Journal of Japan Society of Civil Engineers, Ser. B3 (Ocean Engineering)
Online ISSN : 2185-4688
ISSN-L : 2185-4688
Annual Journal of Civil Engineering in the Ocean Vol.38
STUDY ON HIGH PRECISION MACHINE LEARNING MODEL FOR AUTOMATIC CLASSIFICATION OF GRAVEL BEACH SEDIMENTS AND APPLICATION TO LOCAL COAST
Yuta INOUEMasami KIKUTomoaki NAKAMURANorimi MIZUTANI
Author information
JOURNAL FREE ACCESS

2022 Volume 78 Issue 2 Pages I_811-I_816

Details
Abstract

 A machine learning model for automatic discrimination and classification of gravel beach components was reconstructed. The classification characteristics and usefulness of machine learning were also examined using the reconstructed trained model. Furthermore, the spatial and temporal variation characteristics of the gravel beach components were investigated using the reconstructed model. The results showed that the reconstructed machine learning model was able to discriminate and classify gravel beach components from ortho-mosaic images.

Content from these authors
© 2022 Japan Society of Civil Engineers
Previous article Next article
feedback
Top