Non-intrusive load monitoring based on waveform restoration and feature fusion under complex backgrounds
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/adc02a
Abstract: As a key application of advanced metering infrastructure, non-intrusive load monitoring (NILM) offers real-time feedback on appliance-level energy consumption from aggregated electrical measurements, advising on energy conservation. In daily life, multiple appliances often run together,… read more here.
Keywords: complex backgrounds; based waveform; non intrusive; waveform restoration ... See more keywords
SMA-YOLO: A Defect Detection Algorithm for Self-Explosion of Insulators Under Complex Backgrounds
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3609906
Abstract: Insulators are essential components in power transmission systems, and identifying faults in them promptly through UAV imaging is vital for maintaining grid reliability and operational safety. In order to reduce the rate of missed and… read more here.
Keywords: detection; self explosion; complex backgrounds; module ... See more keywords
PL-YOLO: A Lightweight Detection Method for Poppy Plants in Complex Backgrounds
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3632936
Abstract: To address the challenges of complex backgrounds and real-time processing requirements in poppy plants detection, this paper proposes a lightweight object detection algorithm named PL-YOLO (Poppy Lightweight YOLO). Based on the YOLOv5s framework, the model… read more here.
Keywords: detection; yolo lightweight; complex backgrounds; lightweight detection ... See more keywords
Enhancing Fruit Fly Detection in Complex Backgrounds Using Transformer Architecture with Step Attention Mechanism
Sign Up to like & getrecommendations! Published in 2024 at "Agriculture"
DOI: 10.3390/agriculture14030490
Abstract: This study introduces a novel high-accuracy fruit fly detection model based on the Transformer structure, specifically aimed at addressing the unique challenges in fruit fly detection such as identification of small targets and accurate localization… read more here.
Keywords: detection; step attention; complex backgrounds; fruit fly ... See more keywords
A Small-Sample Target Detection Method for Transmission Line Hill Fires Based on Meta-Learning YOLOv11
Sign Up to like & getrecommendations! Published in 2025 at "Energies"
DOI: 10.3390/en18061511
Abstract: China has a large number of transmission lines laid in the mountains and forests and other regions, and these transmission lines enable national strategic projects such as the west-east power transmission project. However, the occurrence… read more here.
Keywords: detection; transmission; complex backgrounds; meta ... See more keywords