Dual-Stage Approach Toward Hyperspectral Image Super-Resolution

被引:0
|
作者
Li, Qiang [1 ,2 ]
Yuan, Yuan [1 ]
Jia, Xiuping [3 ]
Wang, Qi [1 ]
机构
[1] The School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an,710072, China
[2] The School of Computer Science, Northwestern Polytechnical University, Xi’an,710072, China
[3] The School of Engineering and Information Technology, University of New South Wales, Canberra,ACT,2612, Australia
来源
arXiv | 2022年
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Image fusion - Machine learning - Spectral resolution
引用
收藏
相关论文
共 50 条
  • [31] Dual Aggregation Transformer for Image Super-Resolution
    Chen, Zheng
    Zhang, Yulun
    Gu, Jinjin
    Kong, Linghe
    Yang, Xiaokang
    Yu, Fisher
    2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023), 2023, : 12278 - 12287
  • [32] A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection
    He, Jiang
    Yuan, Qiangqiang
    Li, Jie
    Xiao, Yi
    Zhang, Liangpei
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2023, 204 : 131 - 144
  • [33] Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach
    Kanatsoulis, Charilaos, I
    Fu, Xiao
    Sidiropoulos, Nicholas D.
    Ma, Wing-Kin
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (24) : 6503 - 6517
  • [34] A Super-Resolution and Fusion Approach to Enhancing Hyperspectral Images
    Kwan, Chiman
    Choi, Joon Hee
    Chan, Stanley H.
    Zhou, Jin
    Budavari, Bence
    REMOTE SENSING, 2018, 10 (09)
  • [35] Hyperspectral Image Super-Resolution via Dual-Domain Network Based on Hybrid Convolution
    Liu, Tingting
    Liu, Yuan
    Zhang, Chuncheng
    Yuan, Liyin
    Sui, Xiubao
    Chen, Qian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62 : 1 - 18
  • [36] Dual-camera laparoscopic imaging with super-resolution reconstruction for intraoperative hyperspectral image guidance
    Ma, Ling
    Pruitt, Kelden
    Fei, Baowei
    IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, MEDICAL IMAGING 2024, 2024, 12928
  • [37] Blind Super-Resolution of Single Remotely Sensed Hyperspectral Image
    Liang, Zhiyuan
    Wang, Shuai
    Zhang, Tao
    Fu, Ying
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [38] Multiscale Factor Joint Learning for Hyperspectral Image Super-Resolution
    Li, Qiang
    Yuan, Yuan
    Wang, Qi
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [39] Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution
    Zhang, Kaiwei
    Zhu, Dandan
    Min, Xiongkuo
    Zhai, Guangtao
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [40] External-Internal Attention for Hyperspectral Image Super-Resolution
    Guo, Zhiling
    Xin, Jingwei
    Wang, Nannan
    Li, Jie
    Gao, Xinbo
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60