immortal13 / awesome-hyperspectral-image-classificationLinks
An comprehensive list of hyperspectral image classification resources (papers & codes & related websites) collected by Jiaqi Zou (immortal@whu.edu.cn)
☆12Updated 2 years ago
Alternatives and similar repositories for awesome-hyperspectral-image-classification
Users that are interested in awesome-hyperspectral-image-classification are comparing it to the libraries listed below
Sorting:
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆20Updated last year
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆37Updated last year
- MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning, TGRS, 2025☆19Updated 8 months ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆28Updated 7 months ago
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆15Updated 2 years ago
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆34Updated 2 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…☆35Updated 2 years ago
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆47Updated 5 months ago
- ESI Highly Cited Papers (2025)☆23Updated 3 years ago
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆111Updated 3 years ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆18Updated 2 years ago
- Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, and Danfeng Hong, "Hyperspectral Image Classification with Mamba", IEEE TGRS, 2…☆43Updated 10 months ago
- [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…☆25Updated last year
- Landcover classification using the fusion of HSI and LiDAR data.☆14Updated 3 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆42Updated last year
- ☆21Updated 2 years ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆19Updated 3 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆56Updated 2 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆21Updated 2 years ago
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 3 years ago
- ☆43Updated 2 years ago
- [TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Simil…☆47Updated last year
- [TNNLS 2023] The official repo for the paper "Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification".☆18Updated last year
- A slim implementation of Self-Pooling Transformer for hyperspectral image classification.☆20Updated last year
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆27Updated 2 years ago
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆12Updated last year
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆18Updated last month
- Official Pytorch implementation of the TGRS paper "MAGE: Multisource Attention Network with Discriminative Graph and Informative Entities…☆17Updated 3 years ago
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆44Updated 2 years ago
- Pytorch implementation of the Cross-HL attention transformer model☆20Updated 4 months ago