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Learning with Weak Annotations for Robust Maritime Obstacle Detection

Robust maritime obstacle detection is critical for safe navigation of autonomous boats and timely collision avoidance. The current state-of-the-art is based on deep segmentation networks trained on large datasets. However, per-pixel ground truth labeling of such datasets is labor-intensive and expen...

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Detalles Bibliográficos
Autores principales: Žust, Lojze, Kristan, Matej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736343/
https://www.ncbi.nlm.nih.gov/pubmed/36501841
http://dx.doi.org/10.3390/s22239139