The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classification".
☆34Jul 14, 2023Updated 2 years ago
Alternatives and similar repositories for MAEST
Users that are interested in MAEST are comparing it to the libraries listed below
Sorting:
- Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification,…☆40Jul 10, 2024Updated last year
- ESI Highly Cited Papers (2025)☆23Sep 20, 2022Updated 3 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆18Feb 17, 2023Updated 3 years ago
- BTA-Net☆12Nov 18, 2022Updated 3 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆16May 8, 2022Updated 3 years ago
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆126May 15, 2022Updated 3 years ago
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆32Nov 8, 2024Updated last year
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Nov 22, 2022Updated 3 years ago
- ☆45Mar 20, 2023Updated 2 years ago
- paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Aug 13, 2022Updated 3 years ago
- [IEEE T-GRS 2024] The official repository for Journal Article “FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pr…☆22Jun 22, 2024Updated last year
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆13Jun 18, 2022Updated 3 years ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆42Apr 17, 2024Updated last year
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆12Dec 6, 2023Updated 2 years ago
- Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.☆11Apr 25, 2021Updated 4 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆58Dec 1, 2022Updated 3 years ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆18Jun 14, 2023Updated 2 years ago
- Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image…☆312Nov 30, 2024Updated last year
- ☆47Jan 16, 2026Updated last month
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Apr 17, 2024Updated last year
- The repository contains the implementation of the paper "SwinMSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral I…☆12Aug 7, 2024Updated last year
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆13Mar 1, 2024Updated 2 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 2023Updated 2 years ago
- ☆15Apr 1, 2021Updated 4 years ago
- PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network f…☆122Dec 26, 2021Updated 4 years ago
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆21Sep 22, 2023Updated 2 years ago
- [TNNLS 2023] The official repo for the paper "HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Se…☆13Oct 13, 2024Updated last year
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆14Sep 5, 2023Updated 2 years ago
- SSDGL: A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification (TCYB202…☆53Jun 17, 2022Updated 3 years ago
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆47May 13, 2025Updated 9 months ago
- Spectral Partitioning Residual Network with Spatial Attention Mechanism for Hyperspectral Image Classification☆28Jul 18, 2021Updated 4 years ago
- AIRS-2025赛道二：「星际矿脉」火星矿物高光谱分类挑战赛☆12May 7, 2025Updated 9 months ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆40Nov 17, 2025Updated 3 months ago
- ☆21Feb 7, 2023Updated 3 years ago
- Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, and Danfeng Hong, "Hyperspectral Image Classification with Mamba", IEEE TGRS, 2…☆48Dec 28, 2024Updated last year
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆22Aug 2, 2024Updated last year
- S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale H…☆18Apr 26, 2024Updated last year
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆15Apr 7, 2023Updated 2 years ago