SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images

The rapid development of unmanned aerial vehicle (UAV) technology has contributed to the increasing sophistication of UAV-based object-detection systems, which are now extensively utilized in civilian and military sectors. However, object detection from UAV images has numerous challenges, including...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Remote sensing (Basel, Switzerland) Ročník 16; číslo 16; s. 3057
Hlavní autori:	Li, Yangang, Li, Qi, Pan, Jie, Zhou, Ying, Zhu, Hongliang, Wei, Hongwei, Liu, Chong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 20.08.2024
Predmet:	Accuracy Algorithms data collection Data integration Deep learning Drones Feature extraction feature fusion Feature maps Frequency dependence Ground stations Information processing Military technology Multisensor fusion neck object detection Object recognition Parameters Receptive field Semantics small objects Spatial data UAV Unmanned aerial vehicles
ISSN:	2072-4292, 2072-4292
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!