Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification

被引:0
|
作者
Li, Hao [1 ]
Niu, Pengyang [1 ]
Gong, Maoguo [2 ,3 ]
Xing, Lining [1 ]
Wu, Yue [4 ]
Qin, A.K. [5 ]
机构
[1] Xidian University, School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Shaanxi, Xi'an,710071, China
[2] Xidian University, School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xi'an,710071, China
[3] Inner Mongolia Normal University, Academy of Artificial Intelligence, College of Mathematics Science, Hohhot,010010, China
[4] Xidian University, School of Computer Science and Technology, Xi'an,710071, China
[5] Swinburne University of Technology, Department of Computing Technologies, Hawthorn,VIC,3122, Australia
关键词
Compendex;
D O I
10.1109/TGRS.2024.3466309
中图分类号
学科分类号
摘要
Change detection - Image enhancement - Optical remote sensing - Self-supervised learning
引用
收藏
相关论文
共 50 条
  • [1] A Robust Pneumonia Classification Approach based on Self-Paced Learning
    Asare, Sarpong Kwadwo
    You, Fei
    Nartey, Obed Tettey
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (04) : 83 - 89
  • [2] SCENE CLASSIFICATION OF HIGH RESOLUTION REMOTE SENSING IMAGES VIA SELF-PACED DEEP LEARNING
    Yao, Xiwen
    Yang, Liuqing
    Cheng, Gong
    Han, Junwei
    Guo, Lei
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 521 - 524
  • [3] SELF-PACED LEARNING WITH SUPERPIXELWISE FEATURES FOR HYPERSPECTRAL IMAGE CLASSIFICATION
    Tai, Xiaoxiao
    Wang, Guangxing
    Han, Lirong
    Zhang, Xiaoyu
    Ren, Peng
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 60 - 63
  • [4] Multi-modal self-paced learning for image classification
    Xu, Wei
    Liu, Wei
    Huang, Xiaolin
    Yang, Jie
    Qiu, Song
    NEUROCOMPUTING, 2018, 309 : 134 - 144
  • [5] Application of Deep Learning in Multitemporal Remote Sensing Image Classification
    Cheng, Xinglu
    Sun, Yonghua
    Zhang, Wangkuan
    Wang, Yihan
    Cao, Xuyue
    Wang, Yanzhao
    REMOTE SENSING, 2023, 15 (15)
  • [6] Supervised Image Classification with Self-paced Regularization
    Zhang, Tao
    Gong, Chen
    Jia, Wenjing
    Song, Xiaoning
    Sun, Jun
    Wu, Xiaojun
    2018 18TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), 2018, : 411 - 414
  • [7] Robust Softmax Regression for Multi-class Classification with Self-Paced Learning
    Ren, Yazhou
    Zhao, Peng
    Sheng, Yongpan
    Yao, Dezhong
    Xu, Zenglin
    PROCEEDINGS OF THE TWENTY-SIXTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 2641 - 2647
  • [8] Self-paced model learning for robust visual tracking
    Huang, Wenhui
    Gu, Jason
    Ma, Xin
    Li, Yibin
    JOURNAL OF ELECTRONIC IMAGING, 2017, 26 (01)
  • [9] Structure regularized self-paced learning for robust semi-supervised pattern classification
    Nannan Gu
    Pengying Fan
    Mingyu Fan
    Di Wang
    Neural Computing and Applications, 2019, 31 : 6559 - 6574
  • [10] Structure regularized self-paced learning for robust semi-supervised pattern classification
    Gu, Nannan
    Fan, Pengying
    Fan, Mingyu
    Wang, Di
    NEURAL COMPUTING & APPLICATIONS, 2019, 31 (10): : 6559 - 6574