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   Articles with "yolo efficient" as a keyword



SNAT-YOLO: Efficient Cross-Layer Aggregation Network for Edge-Oriented Gangue Detection

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recommendations! Published in 2025 at "JOM"

DOI: 10.1007/s11837-025-07975-y

Abstract: To address the slow speed, low accuracy, high computational demands, and deployment challenges on industrial edge devices in coal gangue detection, we propose a lightweight improved YOLOv11 algorithm. Key innovations include: (1) replacing the backbone… read more here.

Keywords: detection; edge; snat yolo; gangue detection ... See more keywords

LES-YOLO: efficient object detection algorithm used on UAV for traffic monitoring

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recommendations! Published in 2024 at "Measurement Science and Technology"

DOI: 10.1088/1361-6501/ad86e2

Abstract: The use of UAVs for traffic monitoring greatly facilitates people’s lives. Classical object detection algorithms struggle to balance high speed and accuracy when processing UAV images on edge devices. To solve the problem, the paper… read more here.

Keywords: traffic monitoring; yolo efficient; object detection; les yolo ... See more keywords

AM-YOLO: An Efficient Object Detection Model for Astragalus mongholicus Authentication With Dynamic Gated Feature Fusion

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3610491

Abstract: Astragalus membranaceus (AM) holds significant medicinal value in clinical applications. However, the market frequently encounters phenomena where morphologically similar counterfeits are used to impersonate AM, severely affecting the efficacy of medications and drug safety. To… read more here.

Keywords: detection; object detection; detection model; fusion ... See more keywords

EF-Yolo: An Efficient and Lightweight Network for Real-Time Components Detection of Freight Trains

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recommendations! Published in 2024 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2024.3448308

Abstract: Component detection is crucial to the trouble of moving freight car detection system based on image recognition and analysis, serving as the foundational step for downstream fault analysis. However, existing detection algorithms struggle to meet… read more here.

Keywords: detection; freight; feature extraction; network ... See more keywords

EISD-YOLO: Efficient Infrared Ship Detection with Param-Reduced PEMA Block and Dynamic Task Alignment

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recommendations! Published in 2025 at "Photonics"

DOI: 10.3390/photonics12111044

Abstract: Ship detection is critical for maritime traffic management, as infrared imaging in complex marine environments encounters significant challenges, such as strong background interference and weak target features. Thus, we propose EISD-YOLO (Efficient Infrared Ship Detection-YOLO),… read more here.

Keywords: detection; efficient infrared; ship detection; eisd yolo ... See more keywords