Land cover classification of PolSAR image using tensor representation and learning

被引:0
|
作者
Tao, Mingliang [1 ,2 ]
Su, Jia [1 ,2 ]
Wang, Ling [1 ,2 ]
机构
[1] Northwestern Polytechnical University, Research and Development Institute, Shenzhen, China
[2] Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China
来源
Journal of Applied Remote Sensing | 2019年 / 13卷 / 01期
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Image classification - Polarimeters - Classification (of information) - Tensors - Learning algorithms - Synthetic aperture radar - Nearest neighbor search - Radar imaging - Learning systems;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Land Cover Satellite Image Classification Using NDVI and SimpleCNN
    Sasidhar, T. Tulasi
    Sreelakshmi, K.
    Vyshnav, M. T.
    Sowmya, V
    Soman, K. P.
    2019 10TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), 2019,
  • [32] Using Image Texture Analysis to Improve Land Cover Classification
    Zou, Xiaochen
    Li, Daoliang
    APPLIED AND COMPUTATIONAL MATHEMATICS, 2ND EDITION, 2008, : 315 - +
  • [33] CLASSIFICATION OF POLSAR IMAGE WITH NON-NEGATIVE TENSOR FACTORIZATION APPROACH
    Gou, Shuiping
    Chen, Wenshuai
    Liu, Yizhou
    Li, Pengcheng
    Jiao, Licheng
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 1150 - 1153
  • [34] Unsupervised classification of PolSAR image based on tensor product graph diffusion
    Li, Meilin
    Zou, Huanxin
    Ma, Qian
    Sun, Jiachi
    Cao, Xu
    Qin, Xianxiang
    FOURTH INTERNATIONAL WORKSHOP ON PATTERN RECOGNITION, 2019, 11198
  • [35] Overview of deep learning algorithms for PolSAR image classification
    Bi, Haixia
    Kuang, Zuzheng
    Li, Fan
    Gao, Jinghuai
    Xu, Chen
    Chinese Science Bulletin, 2024, 69 (35) : 5108 - 5128
  • [36] Kernel Extreme Learning Machines for PolSAR Image Classification using Spatial Features
    Gokdag, Unsal
    Ustuner, Mustafa
    Bilgin, Gokhan
    Sanli, Fusun Balik
    2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [37] Weighted Wishart distance learning for PolSAR image classification
    Sun, Chen
    Jiao, Licheng
    Cheng, Liye
    Liu, Hongying
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 38 (18) : 5232 - 5250
  • [38] Consistency Regularization Semisupervised Learning for PolSAR Image Classification
    Wang, Yu
    Jiang, Shan
    Li, Weijie
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2025, 2025 (01)
  • [39] PolSAR Image Classification using Discriminative Clustering
    Bi, Haixia
    Sun, Jian
    Xu, Zongben
    2017 INTERNATIONAL WORKSHOP ON REMOTE SENSING WITH INTELLIGENT PROCESSING (RSIP 2017), 2017,
  • [40] Differences of Image Classification Techniques for Land Use and Land Cover Classification
    Mahmon, Nur Anis
    Ya'acob, Norsuzila
    Yusof, Azita Laily
    2015 IEEE 11TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2015), 2015, : 90 - 94