Real-Time Ship Segmentation in Maritime Surveillance Videos Using Automatically Annotated Synthetic Datasets

Real-Time Ship Segmentation in Maritime Surveillance Videos Using Automatically Annotated Synthetic Datasets

This work proposes a new system capable of real-time ship instance segmentation during maritime surveillance missions by unmanned aerial vehicles using an onboard standard RGB camera. The implementation requires two stages: an instance segmentation network able to produce fast and reliable prelimina...

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Bibliographic Details
Main Authors: Miguel Ribeiro, Bruno Damas, Alexandre Bernardino
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
computer vision
ship detection and segmentation
real-time processing
synthetic datasets
maritime surveillance
Online Access:https://www.mdpi.com/1424-8220/22/21/8090

Internet

https://www.mdpi.com/1424-8220/22/21/8090

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