CCTNet: CNN and Cross-Shaped Transformer Hybrid Network for Remote Sensing Image Semantic Segmentation

被引：0
|
作者：
Wu, Honglin [1 ]
Zeng, Zhaobin [1 ]
Huang, Peng [1 ]
Yu, Xinyu [1 ]
Zhang, Min [1 ]
机构：
[1] Changsha University of Science and Technology, School of Computer and Communication Engineering, Changsha,410114, China
来源：
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2024年 / 17卷
关键词：
Compendex;
D O I：
10.1109/JSTARS.2024.3487003
中图分类号：
学科分类号：
摘要：
Decoding - Signal encoding
引用
收藏
页码：19986 / 19997
相关论文
共 50 条
  • [1] CCTNet: Coupled CNN and Transformer Network for Crop Segmentation of Remote Sensing Images
    Wang, Hong
    Chen, Xianzhong
    Zhang, Tianxiang
    Xu, Zhiyong
    Li, Jiangyun
    REMOTE SENSING, 2022, 14 (09)
  • [2] SSNet: A Novel Transformer and CNN Hybrid Network for Remote Sensing Semantic Segmentation
    Yao, Min
    Zhang, Yaozu
    Liu, Guofeng
    Pang, Dongdong
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 3023 - 3037
  • [3] Hybrid CNN and Transformer Network for Semantic Segmentation of UAV Remote Sensing Images
    Zhou X.
    Zhou L.
    Gong S.
    Zhang H.
    Zhong S.
    Xia Y.
    Huang Y.
    IEEE Journal on Miniaturization for Air and Space Systems, 2024, 5 (01): : 33 - 41
  • [4] CNN and Transformer Fusion for Remote Sensing Image Semantic Segmentation
    Chen, Xin
    Li, Dongfen
    Liu, Mingzhe
    Jia, Jiaru
    REMOTE SENSING, 2023, 15 (18)
  • [5] CMTFNet: CNN and Multiscale Transformer Fusion Network for Remote-Sensing Image Semantic Segmentation
    Wu, Honglin
    Huang, Peng
    Zhang, Min
    Tang, Wenlong
    Yu, Xinyu
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [6] CTFNet: CNN-Transformer Fusion Network for Remote-Sensing Image Semantic Segmentation
    Wu H.
    Huang P.
    Zhang M.
    Tang W.
    IEEE Geoscience and Remote Sensing Letters, 2024, 21 : 1 - 5
  • [7] TRANSFORMER AND CNN HYBRID NETWORK FOR SUPER-RESOLUTION SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGERY
    Liu, Yutong
    Gao, Kun
    Wang, Hong
    Wang, Junwei
    Zhang, Xiaodian
    Wang, Pengyu
    Li, Shuzhong
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 6940 - 6943
  • [8] Hybrid Attention Fusion Embedded in Transformer for Remote Sensing Image Semantic Segmentation
    Chen, Yan
    Dong, Quan
    Wang, Xiaofeng
    Zhang, Qianchuan
    Kang, Menglei
    Jiang, Wenxiang
    Wang, Mengyuan
    Xu, Lixiang
    Zhang, Chen
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 4421 - 4435
  • [9] Hybrid Shunted Transformer embedding UNet for remote sensing image semantic segmentation
    Zhou H.
    Xiao X.
    Li H.
    Liu X.
    Liang P.
    Neural Computing and Applications, 2024, 36 (25) : 15705 - 15720
  • [10] Enhanced hybrid CNN and transformer network for remote sensing image change detection
    Junjie Yang
    Haibo Wan
    Zhihai Shang
    Scientific Reports, 15 (1)
12345