Intelligent deep learning-enabled autonomous small ship detection and classification model

Autonomous ship technologies have gained considerable interest due to the minimization of the challenging issues faced by the unpredictable errors of manual navigation, and therefore reduces human labor, increasing navigation security and profit margin. On autonomous shipping technologies, small shi...

Full description

Autores:

Escorcia-Gutierrez, Jose
Gamarra, Margarita
BELEÑO SAENZ, KELVIN
Soto, Carlos
Mansour, Romany

Tipo de recurso:

Article of journal

Fecha de publicación:

2022

Institución:

Corporación Universidad de la Costa

Repositorio:

REDICUC - Repositorio CUC

Idioma:

eng

OAI Identifier:

oai:repositorio.cuc.edu.co:11323/9333

Acceso en línea:

https://hdl.handle.net/11323/9333
https://doi.org/10.1016/j.compeleceng.2022.107871
https://repositorio.cuc.edu.co/

Palabra clave:

Autonomous systems
Artificial intelligence
Ship detection
Deep learning
Mask RCNN
Parameter optimization

Rights

embargoedAccess

License

Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)