MSAU-NET: ROAD EXTRACTION BASED ON MULTI-HEADED SELF-ATTENTION MECHANISM AND U-NET WITH HIGH RESOLUTION REMOTE SENSING IMAGES

被引:1
|
作者
Yu, Hang [1 ]
Guo, Yuru [1 ]
Liu, Zhiheng [1 ]
Zhou, Suiping [1 ]
Li, Chenyang [1 ]
Zhang, Wenjie [1 ]
Qi, Wenjuan [1 ]
机构
[1] Xidian Univ, Sch Aerosp Sci & Technol, Xian 710126, Peoples R China
关键词
D O I
10.1109/IGARSS52108.2023.10281628
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
引用
收藏
页码:6898 / 6900
页数:3
相关论文
共 50 条
  • [21] Individual tree crown delineation in high-resolution remote sensing images based on U-Net
    Freudenberg, Maximilian
    Magdon, Paul
    Noelke, Nils
    [J]. NEURAL COMPUTING & APPLICATIONS, 2022, 34 (24): : 22197 - 22207
  • [22] DDU-Net: Dual-Decoder-U-Net for Road Extraction Using High-Resolution Remote Sensing Images
    Wang, Ying
    Peng, Yuexing
    Li, Wei
    Alexandropoulos, George C.
    Yu, Junchuan
    Ge, Daqing
    Xiang, Wei
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [23] Surface water extraction from high-resolution remote sensing images based on an improved U-net network model
    Wang, Guoqing
    Chen, Guoxu
    Sui, Bin
    Quan, Li'ao
    Ni, Er'rui
    Zhang, Jianxin
    [J]. EARTH SCIENCE INFORMATICS, 2024, 17 (03) : 2555 - 2568
  • [24] U-Net: A Smart Application with Multidimensional Attention Network for Remote Sensing Images
    Wang, Yao
    Kong, Jiayuan
    Zhang, Hesheng
    [J]. SCIENTIFIC PROGRAMMING, 2022, 2022
  • [25] MSP U-Net: Crack Segmentation for Low-Resolution Images Based on Multi-Scale Parallel Attention U-Net
    Kim, Joon-Hyeok
    Noh, Ju-Hyeon
    Jang, Jun-Young
    Yang, Hee-Deok
    [J]. Applied Sciences (Switzerland), 2024, 14 (24):
  • [26] Segmentation of Remote Sensing Images Based on U-Net Multi-Task Learning
    Ni Ruiwen
    Mu Ye
    Li Ji
    Zhang Tong
    Luo Tianye
    Feng Ruilong
    Gong He
    Hu Tianli
    Sun Yu
    Guo Ying
    Li Shijun
    Tyasi, Thobela Louis
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 73 (02): : 3263 - 3274
  • [27] Segmentation of Remote Sensing Images Based on U-Net Multi-Task Learning
    Ruiwen, Ni
    Ye, Mu
    Ji, Li
    Tong, Zhang
    Tianye, Luo
    Ruilong, Feng
    He, Gong
    Tianli, Hu
    Yu, Sun
    Ying, Guo
    Shijun, Li
    Tyasi, Thobela Louis
    [J]. Computers, Materials and Continua, 2022, 73 (02): : 3263 - 3274
  • [28] SAU-Net: Medical Image Segmentation Method Based on U-Net and Self-Attention
    Zhang S.-J.
    Peng Z.
    Li H.
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2022, 50 (10): : 2433 - 2442
  • [29] U-Net Based Road Area Guidance for Crosswalks Detection from Remote Sensing Images
    Chen, Ziyi
    Luo, Ruixiang
    Li, Jonathan
    Du, Jixiang
    Wang, Cheng
    [J]. CANADIAN JOURNAL OF REMOTE SENSING, 2021, 47 (01) : 83 - 99
  • [30] Water body extraction from high spatial resolution remote sensing images based on enhanced U-Net and multi-scale information fusion
    Cao, Huidong
    Tian, Yanbing
    Liu, Yanli
    Wang, Ruihua
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01):