Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation

Di ZHANG , Yong ZHOU , Jiaqi ZHAO , Zhongyuan YANG , Hui DONG , Rui YAO , Huifang MA

Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (4) : 164351

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Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (4) : 164351 DOI: 10.1007/s11704-022-1505-y
Artificial Intelligence
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Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation

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Di ZHANG, Yong ZHOU, Jiaqi ZHAO, Zhongyuan YANG, Hui DONG, Rui YAO, Huifang MA. Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation. Front. Comput. Sci., 2022, 16(4): 164351 DOI:10.1007/s11704-022-1505-y

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Cheng G , Xie X , Han J , Guo L , Xia G S . Remote sensing image scene classification meets deep learning: challenges, methods, benchmarks, and opportunities. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 3735– 3756

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Liu Y Chen K Liu C Qin Z Luo Z Wang J. Structured knowledge distillation for semantic segmentation. In: Proceedings of 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2019, 2599– 2608

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Hou Y Ma Z Liu C Loy C C. Learning lightweight lane detection CNNs by Self Attention distillation. In: Proceedings of 2019 IEEE/CVF International Conference on Computer Vision. 2019, 1013– 1021

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