Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Kernel Triplet Loss-Reference-Cited by-同舟云学术

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Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Kernel Triplet Loss

Published:2023 Issue: Volume:61 Page:1-18
ISSN:0196-2892
Container-title:IEEE Transactions on Geoscience and Remote Sensing
language:
Short-container-title:IEEE Trans. Geosci. Remote Sensing

Author:

Huang Ke-Kun¹^ORCID,Yuan Hao-Tian²,Ren Chuan-Xian³^ORCID,Hou Yue-En⁴,Duan Jie-Li²^ORCID,Yang Zhou²^ORCID

Affiliation:

1. School of Mathematics, Jiaying University, Meizhou, China

2. College of Engineering, South China Agricultural University, Guangzhou, China

3. School of Mathematics, Sun Yat-sen University, Guangzhou, China

4. School of Computer Science, Jiaying University, Meizhou, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/36/10006360/10315020.pdf?arnumber=10315020

Reference52 articles.

1. Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

2. Morphological Attribute Profiles for the Analysis of Very High Resolution Images

3. Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification

4. Spectral Spatial Feature Based Classification of Hyperspectral Image Using Support Vector Machine

5. Visualizing data using t-SNE;van der maaten;J Mach Learn Res,2008

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Advanced image segmentation for precision agriculture using CNN-GAT fusion and fuzzy C-means clustering;Computers and Electronics in Agriculture;2024-11

2. AL-MRIS: An Active Learning-Based Multipath Residual Involution Siamese Network for Few-Shot Hyperspectral Image Classification;Remote Sensing;2024-03-12

3. GLGAT-CFSL: Global-Local Graph Attention Network-Based Cross-Domain Few-Shot Learning for Hyperspectral Image Classification;IEEE Transactions on Geoscience and Remote Sensing;2024

4. Cross-Domain Few-Shot Multimodal Feature Fusion for Hyperspectral Images Classification with Supervised Contrastive Learning;2024

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