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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Veröffentlicht in:	Computers, materials & continua Jg. 79; H. 1; S. 983 - 1003
Hauptverfasser:	Tang, Xiangyan, Ruan, Chengchun, Li, Xiulai, Li, Binbin, Fu, Cebin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Henderson Tech Science Press 2024
Schlagworte:	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
Online-Zugang:	Volltext
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