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)
☆11Updated 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☆19Updated 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☆18Updated 6 months ago
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆46Updated 4 months 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…☆34Updated 2 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
- Code (Pytorch) of "Convolution Transformer Mixer for Hyperspectral Image Classification" GRSL-09/2022 Accepted.☆23Updated 3 years ago
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆15Updated 2 years ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆27Updated 5 months ago
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆27Updated last year
- Pytorch implementation of the Cross-HL attention transformer model☆20Updated 2 months ago
- Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, and Danfeng Hong, "Hyperspectral Image Classification with Mamba", IEEE TGRS, 2…☆40Updated 8 months ago
- ☆43Updated 2 years ago
- Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification,…☆38Updated last year
- ☆45Updated 9 months ago
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆103Updated 3 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆20Updated last year
- [TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Simil…☆45Updated last year
- Landcover classification using the fusion of HSI and LiDAR data.☆14Updated 3 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆56Updated 2 years ago
- [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…☆25Updated last year
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆18Updated 2 years ago
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 3 years ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆19Updated 3 years ago
- ☆31Updated last year
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆14Updated 2 years ago
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆45Updated 2 years ago
- A slim implementation of Self-Pooling Transformer for hyperspectral image classification.☆20Updated last year