DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation With Unsupervised Domain Adaptation

被引:0
|
作者
Ran, Lingyan [1 ]
Wang, Lushuang [1 ]
Zhuo, Tao [2 ]
Xing, Yinghui [1 ]
Zhang, Yanning [1 ]
机构
[1] Northwestern Polytechnical University, Shaanxi Provincial Key Laboratory of Speech and Image Information Processing, The Natl. Eng. Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Xi'an,710072,
[2] Northwest A&f University, College of Information Engineering, Yangling, Xianyang,712100, China
关键词
This work was supported in part by the Natural Science Basic Research Program of Shaanxi under Grant 2024JC-YBQN-0719; the Key R & D Program of Shaanxi under Grant 2023-YBGY-012; the Natural Science Foundation of NingBo under Grant 2023J262; the Shandong Excellent Young Scientists Fund Program (Overseas) 2023HWYQ-114. (Corresponding author: Tao Zhuo.) Lingyan Ran; Lushuang Wang; Yinghui Xing; and Yanning Zhang are with the Shaanxi Provincial Key Laboratory of Speech and Image Information Processing; and the National Engineering Laboratory for Integrated Aerospace-GroundOcean Big Data Application Technology; School of Computer Science; Northwestern Polytechnical University; Xiu2019an; 710072; China. Tao Zhuo is in the College of Information Engineering; Northwest A&F University; Yangling; 712100; China. Houjun He is in the Information Center of YRCC; Zhengzhou; 450003; China. Manuscript received April 19; 2021; revised August 16; 2021.This work was supported in part by the National Natural Science Foundation of China under Grant 62476226; in part by the Natural Science Basic Research Program of Shaanxi Program under Grant 2024JC-YBQN-0719 and Grant 2023-YBGY-012; in part by the Natural Science Foundation of NingBo under Grant 2023J262; and in part by the Shandong Excellent Young Scientists Fund Program (Overseas) under Grant 2023HWYQ-114;
D O I
10.1109/TGRS.2024.3433564
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Multilevel Heterogeneous Domain Adaptation Method for Remote Sensing Image Segmentation
    Liang, Chenbin
    Cheng, Bo
    Xiao, Baihua
    Dong, Yunyun
    Chen, Jinfen
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [22] Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation
    Zheng, Boyun
    Zhang, Ranran
    Diao, Songhui
    Zhu, Jingke
    Yuan, Yixuan
    Cai, Jing
    Shao, Liang
    Li, Shuo
    Qin, Wenjian
    MEDICAL IMAGE ANALYSIS, 2024, 97
  • [23] DUAL-DOMAIN IMAGE DENOISING
    Knaus, Claude
    Zwicker, Matthias
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 440 - 444
  • [24] Review of Unsupervised Domain Adaptation in Medical Image Segmentation
    Hu, Wei
    Xu, Qiaozhi
    Ge, Xiangwei
    Yu, Lei
    Computer Engineering and Applications, 2024, 60 (06) : 10 - 26
  • [25] Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning
    Bai, Lubin
    Du, Shihong
    Zhang, Xiuyuan
    Wang, Haoyu
    Liu, Bo
    Ouyang, Song
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [26] A bidirectional semantic segmentation method for remote sensing image based on super-resolution and domain adaptation
    Liang, Min
    Wang, Xili
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2023, 44 (02) : 666 - 689
  • [27] Dual-domain prior unfolding network for remote sensing image super-resolution
    Jing Dong
    Guifu Hu
    Jie Zhang
    Xiaoqing Luo
    Earth Science Informatics, 2025, 18 (1)
  • [28] CMT: Cross Mean Teacher Unsupervised Domain Adaptation for VHR Image Semantic Segmentation
    Yan, Liang
    Fan, Bin
    Xiang, Shiming
    Pan, Chunhong
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [29] Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation
    Zeng, Guodong
    Lerch, Till D.
    Schmaranzer, Florian
    Zheng, Guoyan
    Burger, Juergen
    Gerber, Kate
    Tannast, Moritz
    Siebenrock, Klaus
    Gerber, Nicolas
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2021, PT III, 2021, 12903 : 201 - 210
  • [30] Unsupervised Domain Adaptation Semantic Segmentation for Remote-Sensing Images via Covariance Attention
    Liu, Yikun
    Kang, Xudong
    Huang, Yuwen
    Wang, Kuikui
    Yang, Gongping
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19