Infrared Technology, Volume. 45, Issue 5, 488(2023)
Defect Detection of Photovoltaic Panel Based on Multisource Image Fusion
[1] [1] Alves R H F, Deus Jnior G A, Marra E G, et al. Automatic fault classification in photovoltaic modules using Convolutional Neural Networks[J]. Renewable Energy, 2021, 179: 502-516.
[5] [5] Espinosa A R, Bressan M, Giraldo L F. Failure signature classification in solar photovoltaic plants using RGB images and convolutional neural networks – Science Direct[J]. Renewable Energy, 2020, 162: 249-256.
[8] [8] HE Y, DU B, HUANG S. Noncontact electromagnetic induction excited infrared thermography for photovoltaic cells and modules inspection[J]. IEEE Transactions on Industrial Informatics, 2018, 14(12): 5585-5593.
[11] [11] SONG H, LIU Z, DU H, et al. Depth-aware salient object detection and segmentation via multiscale discriminative saliency fusion and bootstrap learning[J]. IEEE Transactions on Image Processing, 2017, 26(9): 4204-4216.
[14] [14] LIU D, ZHOU D, NIE R, et al. Infrared and visible image fusion based on convolutional neural network model and saliency detection via hybrid l0-l1 layer decomposition[J]. Journal of Electronic Imaging, 2018, 27(6): 063036.
[19] [19] DING S, LONG F, FAN H, et al. A novel YOLOv3-tiny network for unmanned airship obstacle detection[C]// IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS), 2019: 277-281.
[20] [20] HUANG G, LIU Z, Van Der Maaten L, et al. Densely connected convolutional networks[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017: 4700-4708.
[21] [21] Pech-Pacheco J L, Cristbal G, Chamorro-Martinez J, et al. Diatom autofocusing in bright field microscopy: a comparative study[C]//Proceedings 15th International Conference on Pattern Recognition, 2000, 3: 314-317.
[22] [22] JIANG Q, LIU Y, YAN Y, et al. A contour angle orientation for power equipment infrared and visible image registration[J]. IEEE Transactions on Power Delivery, 2020, 36(4): 2559-2569.
[23] [23] DENG J, DONG W, Socher R, et al. Imagenet: A large-scale hierarchical image database[C]//2009 IEEE Conference on Computer Vision and Pattern Recognition, 2009: 248-255.
Get Citation
Copy Citation Text
YAN Hao, DAI Jiajia, GONG Xiaoxi, WU Yuxiang, WANG Jun. Defect Detection of Photovoltaic Panel Based on Multisource Image Fusion[J]. Infrared Technology, 2023, 45(5): 488
Category:
Received: Aug. 17, 2022
Accepted: --
Published Online: Jan. 15, 2024
The Author Email:
CSTR:32186.14.