qichaoliu / HSI-CNCMN
Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2022.3232532.
☆13Updated last year
Alternatives and similar repositories for HSI-CNCMN:
Users that are interested in HSI-CNCMN are comparing it to the libraries listed below
- The repository contains the implementations for Global-local Transformer Network for HSI and LiDAR Data Joint Classification.☆15Updated last year
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆11Updated last year
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆16Updated 2 years ago
- ☆16Updated last year
- [TGRS 2021] The official repo for the paper "Fully Contextual Network for Hyperspectral Scene Parsing".☆13Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆15Updated 2 weeks ago
- A DEMO for "DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification" (Xue et…☆11Updated 8 months ago
- Official Pytorch implementation of the TGRS paper "MAGE: Multisource Attention Network with Discriminative Graph and Informative Entities…☆17Updated 2 years ago
- TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification (TGRS 2024)☆10Updated 8 months ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆15Updated 2 years ago
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆12Updated 2 years ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification, IGARSS, 2021.☆17Updated 2 years ago
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 2 years ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆19Updated 2 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆39Updated 10 months ago
- Contrastive-Mutual-Learning-with-Pseudo-Label-Smoothing-for-Hyperspectral-Image-Classification☆11Updated last month
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆15Updated 10 months ago
- 刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDe…☆12Updated 4 years ago
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆9Updated last year
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆33Updated last year
- The official released demo of Tang Xu's group about the hyperspectral images classification☆15Updated 7 months ago
- G. Zhao, Q. Ye, L. Sun, Z. Wu, C. Pan, and B. Jeon. "Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Tr…☆27Updated 2 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆17Updated last year
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆16Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.☆25Updated 2 years ago
- ☆14Updated 3 years ago
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆28Updated 11 months ago