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Real-Time Object Detection and Classification by UAV Equipped with SAR

The article presents real-time object detection and classification methods by unmanned aerial vehicles (UAVs) equipped with a synthetic aperture radar (SAR). Two algorithms have been extensively tested: classic image analysis and convolutional neural networks (YOLOv5). The research resulted in a new...

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Detalles Bibliográficos
Autores principales: Gromada, Krzysztof, Siemiątkowska, Barbara, Stecz, Wojciech, Płochocki, Krystian, Woźniak, Karol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8915099/
https://www.ncbi.nlm.nih.gov/pubmed/35271213
http://dx.doi.org/10.3390/s22052068

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