MSC-YOLO: Improved YOLOv7 Based on Multi-Scale Spatial Context for Small Object Detection in UAV-View

Accurately identifying small objects in high-resolution aerial images presents a complex and crucial task in the field of small object detection on unmanned aerial vehicles (UAVs). This task is challenging due to variations in UAV flight altitude, differences in object scales, as well as factors lik...

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Vydáno v:	Computers, materials & continua Ročník 79; číslo 1; s. 983 - 1003
Hlavní autoři:	Tang, Xiangyan, Ruan, Chengchun, Li, Xiulai, Li, Binbin, Fu, Cebin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Henderson Tech Science Press 2024
Témata:	Aerial photography Airspeed Algorithms Context Drone aircraft Flight altitude Image resolution Modules Object recognition Target detection Unmanned aerial vehicles
ISSN:	1546-2226, 1546-2218, 1546-2226
On-line přístup:	Získat plný text
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