d1x1u / MAGE
Official Pytorch implementation of the TGRS paper "MAGE: Multisource Attention Network with Discriminative Graph and Informative Entities for Classification of Hyperspectral and LiDAR Data". (under review)
☆17Updated 2 years ago
Alternatives and similar repositories for MAGE:
Users that are interested in MAGE are comparing it to the libraries listed below
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆33Updated last year
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 2 years ago
- The repository contains the implementations for Global-local Transformer Network for HSI and LiDAR Data Joint Classification.☆15Updated last year
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆16Updated 2 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆15Updated 2 years ago
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆28Updated 11 months ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆19Updated 2 years ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆15Updated 7 months ago
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆13Updated last year
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆24Updated 3 years ago
- A DEMO for "DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification" (Xue et…☆11Updated 8 months ago
- ☆12Updated 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
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆30Updated last year
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆41Updated last year
- Deep Relation Network for Hyperspectral Image Few-Shot Classification☆22Updated 2 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆17Updated last year
- ☆16Updated last year
- Deep Few-Shot Learning for Hyperspectral Image Classification☆30Updated 2 years ago
- Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification, IGARSS, 2021.☆17Updated 2 years ago
- Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Image☆15Updated 2 years ago
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆18Updated 3 years 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
- ☆14Updated 3 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆47Updated 2 years ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆16Updated last year
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆28Updated 4 months ago
- TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification (TGRS 2024)☆10Updated 8 months ago
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆15Updated 2 weeks ago
- ☆17Updated last year