Improved Small Object Detection Algorithm CRL-YOLOv5

Detecting small objects in images poses significant challenges due to their limited pixel representation and the difficulty in extracting sufficient features, often leading to missed or false detections. To address these challenges and enhance detection accuracy, this paper presents an improved smal...

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Vydané v:	Sensors (Basel, Switzerland) Ročník 24; číslo 19; s. 6437
Hlavní autori:	Wang, Zhiyuan, Men, Shujun, Bai, Yuntian, Yuan, Yutong, Wang, Jiamin, Wang, Kanglei, Zhang, Lei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Switzerland MDPI AG 01.10.2024 MDPI
Predmet:	Accuracy Algorithms attention mechanisms contextual information digital images Medical imaging equipment Remote sensing Semantics small object detection spatial resolution Telecommunication systems Telematics YOLOv5 small object detection spatial resolution YOLOv5 contextual information attention mechanisms digital images
ISSN:	1424-8220, 1424-8220
On-line prístup:	Získať plný text
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