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Influence of Insufficient Dataset Augmentation on IoU and Detection Threshold in CNN Training for Object Detection on Aerial Images

The objects and events detection tasks are being performed progressively often by robotic systems like unmanned aerial vehicles (UAV) or unmanned surface vehicles (USV). Autonomous operations and intelligent sensing are becoming standard in numerous scenarios such as supervision or even search and r...

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Detalles Bibliográficos
Autores principales: Bożko, Arkadiusz, Ambroziak, Leszek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740240/
https://www.ncbi.nlm.nih.gov/pubmed/36501781
http://dx.doi.org/10.3390/s22239080