Optoelectronic Technology, Volume. 44, Issue 4, 345(2024)
Unmanned Aerial Vehicle Transmission Line Detection Based on Unsupervised Domain Adaptation Algorithm
[3] Hoyer L, Dai D, Van Gool L. DAFormer: Improving network architectures and training strategies for domain-adaptive semantic segmentation[C], 9924-9934(2022).
[4] Hoyer L, Dai D, Van Gool L. HRDA: Context-aware high-resolution domain-adaptive semantic segmentation[C], 527-543(2022).
[5] Hoyer L, Dai D, Wang H et al. MIC: Masked image consistency for context-enhanced domain adaptation[C], 1895-1905(2023).
[6] Nam H, Lee H, Park J et al. Reducing domain gap by reducing style bias[C], 6696-6705(2021).
[7] Wu Yulin, Liu Chang, Chen Lei et al. Perturbation consistency and mutual information regularization for semi-supervised semantic segmentation[J]. Multimedia Systems, 511-523(2023).
[8] Tranheden W, Olsson V, Pinto J et al. DACS: Domain Adaptation via cross-domain mixed sampling[C], 1396-1405(2021).
[9] Olsson V, Tranheden W, Pinto J et al. ClassMix: segmentation-based data augmentation for semi-supervised learning[C], 1369-1378(2021).
[10] Huang X, Belongie S. Arbitrary style transfer in real-time with adaptive instance normalization[C], 1501-1510(2017).
[11] Abdelfattah R, Wang X, Wang S. TTPLA: An aerial-image dataset for detection and segmentation of transmission towers and power lines[C], 16-32(2020).
[12] Xie E, Wang W, Yu Z et al. SegFormer: Simple and efficient design for semantic segmentation with transformers[C]. originally planned for Vancouver, 12077-12088(2021).
[13] Shah S S, Dey D, Lovett C et al. AirSim: High-fidelity visual and physical simulation for autonomous vehicles[C], 621-635(2018).
[15] Rao P, Qiao F, Zhang W et al. QuadFormer: Quadruple transformer for unsupervised domain adaptation in power line segmentation of aerial images[C], 161-167(2024).
[16] Deng J, Dong W, Socher R et al. ImageNet: A large-scale hierarchical image database[C], 248-255(2009).
[17] Ronneberger O, Fischer P, Brox T. U-Net: Convolutional networks for biomedical image segmentation[C], 234-241(2015).
[19] Chen Liang-Chieh, Zhu Yukun et al. Encoder-decoder with atrous separable convolution for semantic image segmentation[C], 833-851(2018).
Get Citation
Copy Citation Text
Ting LI, Deyu AN, Jiahua LAI. Unmanned Aerial Vehicle Transmission Line Detection Based on Unsupervised Domain Adaptation Algorithm[J]. Optoelectronic Technology, 2024, 44(4): 345
Category:
Received: Dec. 9, 2023
Accepted: --
Published Online: Mar. 5, 2025
The Author Email: