Laser Journal, Volume. 45, Issue 2, 161(2024)

Improved UNet 3+ network high-resolution remote sensing image road extraction

ZHOU Jiahou1... PU Yunwei1,2,*, CHEN Rujun1, DENG Yunlong1, ZHOU Xincheng1 and LI Jun1 |Show fewer author(s)
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  • 2[in Chinese]
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    References(8)

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    [5] [5] Chen C ,Zhao H ,Cui W ,et al. Dual Crisscross Attention Module for Road Extraction from Remote Sensing Images[J]. Sensors. 2021 ,21(20) : 6873- 6873.

    [7] [7] Zhou Z ,Siddiquee M ,Tajbakhsh N ,et al. UNet + + : A Nested U-Net Architecture for Medical Image Segmentation[J]. Deep Learn Med Image Anal Multimodal Learn Clin Decis Support ,2018 ,11045 : 3- 11.

    [15] [15] Zunair H ,Ben Hamza A. Sharp U-Net : Depthwise convo- lutional network for biomedical image segmentation[J]. Computers in Biology and Medicine. 2021 ,136 : 104699 - 104699.

    [17] [17] Zhang Y ,Zuo Z ,Xu X ,et al. Road damage detection u- sing UAV images based on multi-level attention mechanism[J]. Automation in Construction. 2022 ,144 : 104613 - 104613.

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    ZHOU Jiahou, PU Yunwei, CHEN Rujun, DENG Yunlong, ZHOU Xincheng, LI Jun. Improved UNet 3+ network high-resolution remote sensing image road extraction[J]. Laser Journal, 2024, 45(2): 161

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    Paper Information

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    Received: Jun. 16, 2023

    Accepted: --

    Published Online: Oct. 15, 2024

    The Author Email: Yunwei PU (puyunwei@126.com)

    DOI:10.14016/j.cnki.jgzz.2024.2.161

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