Opto-Electronic Engineering, Volume. 51, Issue 12, 240210-1(2024)

A road extraction algorithm that fuses element multiplication and detail optimization

Jin Zhang1、*, Minghai Lv1,2, Yongan Feng1, and Ying Zhang3
Author Affiliations
  • 1School of Software, Liaoning Technical University, Huludao, Liaoning 125105, China
  • 2Teaching Supervision Office, Liaoning Technical University, Huludao, Liaoning 125105, China
  • 3China Eye Hospital, China Academy of Chinese Medical Sciences, Beijing 100040, China
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    References(20)

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    [5] Hou Y W, Liu Z Y, Zhang T et al. C-UNet: complement UNet for remote sensing road extraction[J]. Sensors, 21, 2153(2021).

    [6] Xiao Z J, Hao M, Qu H C et al. Road information extraction method of remote sensing image by combining attention and extended convolution[J]. Remote Sens Inf, 39, 18-25(2024).

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    [10] Zhang X K, Ma X Z, Yang Z G et al. A context-aware road extraction method for remote sensing imagery based on transformer network[J]. IEEE Geosci Remote Sens Lett, 20, 5511205(2023).

    [11] Ma X Z, Zhang X K, Zhou D X et al. StripUnet: a method for dense road extraction from remote sensing images[J]. IEEE Trans Intell Veh(2024).

    [17] Fan T L, Wang G L, Li Y et al. MA-Net: a multi-scale attention network for liver and tumor segmentation[J]. IEEE Access, 8, 179656-179665(2020).

    [20] Huang Z L, Wang X G, Wei Y C et al. CCNet: criss-cross attention for semantic segmentation[J]. IEEE Trans Pattern Anal Mach Intell, 45, 6896-6908(2023).

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    Jin Zhang, Minghai Lv, Yongan Feng, Ying Zhang. A road extraction algorithm that fuses element multiplication and detail optimization[J]. Opto-Electronic Engineering, 2024, 51(12): 240210-1

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    Paper Information

    Category: Article

    Received: Sep. 2, 2024

    Accepted: Nov. 19, 2024

    Published Online: Feb. 21, 2025

    The Author Email:

    DOI:10.12086/oee.2024.240210

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