MTD-YOLOv5: Enhancing marine target detection with multi-scale feature fusion in YOLOv5 model

MTD-YOLOv5: Enhancing marine target detection with multi-scale feature fusion in YOLOv5 model

Underwater light attenuation leads to decreased image contrast. This reduction in contrast subsequently decreases target visibility. Additionally, marine target detection is challenging due to multi-scale problems from varying target-to-device distances, complex target clustering, and noise from wat...

Full description

Bibliographic Details
Main Authors: W.E.I. Lian-suo, Huang Shen-hao, Ma Long-yu
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Heliyon
Subjects:
YOLOv5
Marine target detection
Feature enhancement
Multi scale perceptual field
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024021765

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024021765

Similar Items