[1] Tabernik D, Šela S, Skvarč J et al. Segmentation-based deep-learning approach for surface-defect detection[J]. Journal of Intelligent Manufacturing, 31, 759-776(2020).

[2] Hu G H, Huang J F, Wang Q H et al. Unsupervised fabric defect detection based on a deep convolutional generative adversarial network[J]. Textile Research Journal, 90, 247-270(2019).

[3] Liu X B, Zhang Y W. Ore Image Segmentation method of conveyor belt based on U-net and Res_UNet models[J]. Journal of Northeastern University (Natural Science), 40, 1623-1629(2019).

[4] Liu J W, Liu Q H, Li X O et al. Improved colonic polyp segmentation method based on double U-shaped network[J]. Acta Optica Sinica, 41, 1810001(2021).

[5] Zhang H L, Li Q, Guan X. An improved three-dimensional dual-path brain tumor image segmentation network[J]. Acta Optica Sinica, 41, 0310002(2021).

[6] Xiao Z T, Liu B W, Geng L et al. Segmentation of lung nodules using improved 3D-UNet neural network[J]. Symmetry, 12, 1787(2020).

[7] Xu G L, Mao J. Few-shot segmentation on mobile phone screen defect based on co-attention[J]. Journal of Electronics & Information Technology, 44, 1476-1483(2022).

[8] Zhao F, Zhong B B, Liu H Q. Multi-scale residual U-Net fundus blood vessel segmentation based on attention mechanism[J]. Laser & Optoelectronics Progress, 59, 1810002(2022).

[9] Zhang X L, Wei Y C, Yang Y et al. SG-one: similarity guidance network for one-shot semantic segmentation[J]. IEEE Transactions on Cybernetics, 50, 3855-3865(2020).

[10] Dong Y, Pan H W, Cui Q N et al. Few-shot segmentation method for multi-modal magnetic resonance images of brain tumor[J]. Journal of Computer Applications, 41, 1049-1054(2021).

[11] Wang J J, Zhang J H. Small sample remote sensing image segmentation based on multiscale feature fusion[J]. Journal of Huazhong University of Science and Technology (Natural Science Edition), 50, 62-67(2022).

[12] Khan R A, Luo Y G, Wu F X. RMS-UNet: residual multi-scale UNet for liver and lesion segmentation[J]. Artificial Intelligence in Medicine, 124, 102231(2022).

[13] Yin S C, Deng H M, Xu Z L et al. SD-UNet: a novel segmentation framework for CT images of lung infections[J]. Electronics, 11, 130(2022).

[14] Yang Z X, Han J N, Yu B Z et al. Improved medical image segmentation method based on DeepLab V3+[J]. Foreign Electronic Measurement Technology, 40, 18-23(2021).

[15] Dai J F, Qi H Z, Xiong Y W et al. Deformable convolutional networks[C], 764-773(2017).

[16] Zhao Y, Zhao L J, Kuang G Y. Attention feature fusion network for rapid aircraft detection in SAR images[J]. Acta Electronica Sinica, 49, 1665-1674(2021).