Spatial-Spectral Adaptive Graph Convolutional Subspace Clustering for Hyperspectral Image

被引：0
|
作者：
Liu, Yuqi [1 ]
Zhu, Enshuo [2 ]
Wang, Qinghe [2 ]
Li, Junhong [3 ]
Liu, Shujun [4 ]
Hu, Yaowen [3 ]
Han, Yuhang [2 ]
Zhou, Guoxiong [1 ]
Guan, Renxiang [3 ]
机构：
[1] Central South University of Forestry and Technology, School of Electronic Information and Physics, Changsha,410004, China
[2] Northeast Forestry University, College of Aulin, Harbin,150040, China
[3] National University of Defense Technology, School of Computer, Changsha,410073, China
[4] University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), Enschede,7514AE, Netherlands
来源：
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2024年
关键词：
Coefficient matrix - Convolution techniques - Design features - Graph convolution network - HyperSpectral - Hyperspectral image - Neighborhood information - Subspace clustering - Super pixels - Unsupervised classification;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
67
引用
收藏
相关论文
共 50 条
  • [11] Learning spatial-spectral dual adaptive graph embedding for multispectral and hyperspectral image fusion
    Wang, Xuquan
    Zhang, Feng
    Zhang, Kai
    Wang, Weijie
    Dun, Xiong
    Sun, Jiande
    PATTERN RECOGNITION, 2024, 151
  • [12] Deep Convolutional Asymmetric Autoencoder-Based Spatial-Spectral Clustering Network for Hyperspectral Image
    Liu, Baisen
    Kong, Weili
    Wang, Yan
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [13] Semisupervised classification for hyperspectral image based on spatial-spectral clustering
    Wang, Liguo
    Yang, Yueshuang
    Liu, Danfeng
    JOURNAL OF APPLIED REMOTE SENSING, 2015, 9
  • [14] Dual subspace clustering for spectral-spatial hyperspectral image clustering
    Liu, Shujun
    IMAGE AND VISION COMPUTING, 2024, 150
  • [15] Deep Spatial-Spectral Subspace Clustering for Hyperspectral Images Based on Contrastive Learning
    Hu, Xiang
    Li, Teng
    Zhou, Tong
    Peng, Yuanxi
    REMOTE SENSING, 2021, 13 (21)
  • [16] Adaptive Spatial-Spectral Feature Learning for Hyperspectral Image Classification
    Li, Simin
    Zhu, Xueyu
    Liu, Yang
    Bao, Jie
    IEEE ACCESS, 2019, 7 : 61534 - 61547
  • [17] Adaptive Spatial-Spectral Dictionary Learning for Hyperspectral Image Restoration
    Fu, Ying
    Lam, Antony
    Sato, Imari
    Sato, Yoichi
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2017, 122 (02) : 228 - 245
  • [18] Graph Convolutional Optimal Transport for Hyperspectral Image Spectral Clustering
    Liu, Shujun
    Wang, Huajun
    IEEE Transactions on Geoscience and Remote Sensing, 2022, 60
  • [19] Graph Convolutional Optimal Transport for Hyperspectral Image Spectral Clustering
    Liu, Shujun
    Wang, Huajun
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [20] Adaptive Spatial-Spectral Dictionary Learning for Hyperspectral Image Denoising
    Fu, Ying
    Lam, Antony
    Sato, Imari
    Sato, Yoichi
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2015, : 343 - 351
12345