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
来源：
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2023年
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
  • [1] Convolutional block attention module U-Net: a method to improve attention mechanism and U-Net for remote sensing images
    Zhang, Yanjun
    Kong, Jiayuan
    Long, Sifang
    Zhu, Yuanhao
    He, Fushuai
    [J]. JOURNAL OF APPLIED REMOTE SENSING, 2022, 16 (02)
  • [2] Road extraction of high-resolution satellite remote sensing images in U-Net network with consideration of connectivity
    Wang, Bin
    Chen, Zhanlong
    Wu, Liang
    Xie, Peng
    Fan, Donglin
    Fu, Bolin
    [J]. Yaogan Xuebao/Journal of Remote Sensing, 2020, 24 (12): : 1488 - 1499
  • [3] Recurrent Residual Deformable Conv Unit and Multi-Head with Channel Self-Attention Based on U-Net for Building Extraction from Remote Sensing Images
    Yu, Wenling
    Liu, Bo
    Liu, Hua
    Gou, Guohua
    [J]. REMOTE SENSING, 2023, 15 (20)
  • [4] RSU-Net: U-net based on residual and self-attention mechanism in the segmentation of cardiac magnetic resonance images
    Li, Yuan-Zhe
    Wang, Yi
    Huang, Yin-Hui
    Xiang, Ping
    Liu, Wen-Xi
    Lai, Qing-Quan
    Gao, Yi-Yuan
    Xu, Mao-Sheng
    Guo, Yi-Fan
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023, 231
  • [5] Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images
    Chen, Ziyi
    Li, Dilong
    Fan, Wentao
    Guan, Haiyan
    Wang, Cheng
    Li, Jonathan
    [J]. REMOTE SENSING, 2021, 13 (13)
  • [6] Reconstruction Bias U-Net for Road Extraction From Optical Remote Sensing Images
    Chen, Ziyi
    Wang, Cheng
    Li, Jonathan
    Xie, Nianci
    Han, Yan
    Du, Jixiang
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 2284 - 2294
  • [7] Road Extraction from Remote Sensing Image Based on an Improved U-Net
    He, Zhe
    Tao, Yuxiang
    Luo, Xiaobo
    Xu, Hao
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (16)
  • [8] Building Extraction from Remote Sensing Images Based on Improved U-Net
    Jin Shu
    Guan Mo
    Bian Yuchan
    Wang Shulei
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (04)
  • [9] Research on Object Detection Technique in High Resolution Remote Sensing Images Based on U-Net
    Wu Zhihuan
    Gao Yongming
    Li Lei
    Fan Junliang
    [J]. PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 2849 - 2853
  • [10] A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images
    Chen, Tao
    Lu, Zhiyuan
    Yang, Yue
    Zhang, Yuxiang
    Du, Bo
    Plaza, Antonio
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 15 : 2357 - 2369
12345