Few-Shot Learning With Label Smoothing and Metric Space Optimization for Hyperspectral Image Classification

被引:0
|
作者
Song, Dongmei [1 ]
Qin, Fuhou [1 ]
Wang, Bin [1 ]
Dai, Song [1 ]
机构
[1] China University of Petroleum (East China), College of Oceanography and Space Informatics, Qingdao,266580, China
基金
中国国家自然科学基金;
关键词
Labeled data - Photomapping - Zero-shot learning;
D O I
10.1109/TGRS.2024.3477933
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] DEEP SELF-SUPERVISED LEARNING FOR FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION
    Li, Yu
    Zhang, Lei
    Wei, Wei
    Zhang, Yanning
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 501 - 504
  • [22] Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification
    Li, Zhaokui
    Liu, Ming
    Chen, Yushi
    Xu, Yimin
    Li, Wei
    Du, Qian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [23] Visual Sentiment Analysis for Few-Shot Image Classification Based on Metric Learning
    Asakawa, Tetsuya
    Aono, Masaki
    2020 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2020, : 1081 - 1086
  • [24] Res-SVDNet: A Metric Learning Method for Few-shot Image Classification
    Zhang, He
    Liang, Lili
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 7400 - 7405
  • [25] Few-shot ship classification based on metric learning
    You Zhou
    Changlin Chen
    Shukun Ma
    Multimedia Systems, 2023, 29 : 2877 - 2886
  • [26] Few-shot classification based on manifold metric learning
    Shang, Qingzhen
    Yang, Jinfu
    Ma, Jiaqi
    Zhang, Jiahui
    JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (01)
  • [27] Few-shot ship classification based on metric learning
    Zhou, You
    Chen, Changlin
    Ma, Shukun
    MULTIMEDIA SYSTEMS, 2021, 29 (5) : 2877 - 2886
  • [28] Deep metric learning for few-shot image classification: A Review of recent developments
    Li, Xiaoxu
    Yang, Xiaochen
    Ma, Zhanyu
    Xue, Jing-Hao
    PATTERN RECOGNITION, 2023, 138
  • [29] Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space
    Li, Shuo
    Liu, Fang
    Hao, Zehua
    Zhao, Kaibo
    Jiao, Licheng
    COMPUTER VISION, ECCV 2022, PT XXXI, 2022, 13691 : 420 - 436
  • [30] Learning a Latent Space with Triplet Network for Few-Shot Image Classification
    Wu, Jiaying
    Hu, Jinglu
    2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2022, : 5038 - 5044