About Photovoltaic panel enhancement artifact
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6 FAQs about [Photovoltaic panel enhancement artifact]
Can infrared image enhancement be used to detect PV panels?
As can be seen from the table, when the model uses the IHFC-enhanced dataset, the F1-value increased by 12%, indicating that the dataset is more suitable for the detection of PV panels. This paper proposes an infrared image enhancement for PV panels based on improved homomorphic filtering and CLAHE.
Can Homomorphic filtering improve infrared image enhancement for PV panels?
This paper proposes an infrared image enhancement for PV panels based on improved homomorphic filtering and CLAHE. Firstly, in order to improve the overall brightness and contrast of the image, a homomorphic filtering algorithm based on the improved transfer function is proposed.
How can infrared image enhancement improve contrast and edge contour detais of PV panels?
To improve the overall contrast and edge contour detais of infrared images of PV panels, an infrared image enhancement for photovoltaic panels based on improved homomorphic filtering and CLAHE (IHFC) is proposed. Firstly, a homomorphic filtering algorithm based on improved transfer function is proposed.
Can infrared images improve the integrity of photovoltaic panels?
The experimental results show that the proposed algorithm can effectively enhance the visual effect of infrared images, and then improve the integrity of photovoltaic panels in manually labeled images and the detection accuracy of photovoltaic panels.
How to reduce redundancy among feature embeddings in photovoltaic panels?
To eliminate redundancy among feature embeddings and acquire effective representations of defects in photovoltaic panels, we propose a YOLO-ACF network model equipped with an Adaptive Complementary Fusion (ACF) module. This aims to enhance detection performance, achieve model lightweighting, and accelerate detection speed.
How infrared images can be obtained from a photovoltaic power plant?
Infrared images can be get by equipped drones of photovoltaic (PV) power plants , which can be used to analyze abnormal situation of the PV panel. However, infrared images are easily affected by external factors during the imaging process.