Small fishing boat classification and recognition method based on GASF temporal graph coding and EMPViT model

Small fishing boat classification and recognition method based on GASF temporal graph coding and EMPViT model

Abstract Effective classification and identification algorithms of small fishing vessels are the key to strengthen ship management. This paper proposes a classification and recognition method for small fishing boats based on GASF sequence diagram coding, addressing the complex and challenging recogn...

Full description

Saved in:
Bibliographic Details
Main Authors: Jiaqi Deng, Xin Liu, Gang Du, Xu Yang, Liangzhong Jiang, Chenglong Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
GASF time series images
One-dimensional time series coding
Polynomial fitting
Classification and recognition of small fishing boats
EMPViT deep learning model
Online Access:https://doi.org/10.1038/s41598-025-87698-x
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-025-87698-x

Similar Items