PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A FAS Framework."
☆130Dec 26, 2021Updated 4 years ago
Alternatives and similar repositories for SSTN
Users that are interested in SSTN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆139May 15, 2022Updated 4 years ago
- Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image…☆341Nov 30, 2024Updated last year
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆58Dec 1, 2022Updated 3 years ago
- Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification☆88Oct 2, 2023Updated 3 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆46Aug 19, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Hyperspectral-Classification Pytorch☆588Jun 28, 2022Updated 4 years ago
- ESI Highly Cited Papers (2025)☆23Sep 20, 2022Updated 4 years ago
- ☆48Jan 16, 2026Updated 9 months ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆46Sep 8, 2020Updated 6 years ago
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆45May 18, 2021Updated 5 years ago
- This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral…☆234Dec 26, 2021Updated 4 years ago
- A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification☆208Nov 25, 2022Updated 3 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆57Nov 4, 2020Updated 6 years ago
- Hyperspectral Image Classification☆234Jan 28, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Apr 17, 2024Updated 2 years ago
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆33Jul 14, 2023Updated 3 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆57Mar 27, 2020Updated 6 years ago
- [TGRS2024] MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification☆167Apr 9, 2026Updated 6 months ago
- A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification☆82May 27, 2021Updated 5 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Cl…☆273Nov 30, 2024Updated last year
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆21Aug 18, 2023Updated 3 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆17Apr 7, 2023Updated 3 years ago
- Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction☆140May 14, 2026Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆47Mar 20, 2023Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆40Jun 9, 2021Updated 5 years ago
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆14Sep 5, 2023Updated 3 years ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆17Jun 14, 2023Updated 3 years ago
- HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification☆39Nov 8, 2024Updated last year
- paper:Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Aug 13, 2022Updated 4 years ago
- A personal pytorch-based implement of HybridSN by Jupyter Notebook☆49Mar 24, 2022Updated 4 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆19Feb 17, 2023Updated 3 years ago
- Hyperspectral Image Classification in PyTorch, modified on repository "Hyperspectral-Classification".☆20Jul 6, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Spectral Partitioning Residual Network with Spatial Attention Mechanism for Hyperspectral Image Classification☆28Jul 18, 2021Updated 5 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59May 18, 2019Updated 7 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆44Nov 17, 2025Updated 11 months ago
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆34Oct 14, 2022Updated 4 years ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆37Dec 12, 2025Updated 10 months ago
- Deep learning toolbox based on PyTorch for hyperspectral data classification.☆491Sep 30, 2022Updated 4 years ago
- ☆54Jun 10, 2021Updated 5 years ago