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."
☆126Dec 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…☆134May 15, 2022Updated 4 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆57Dec 1, 2022Updated 3 years ago
- Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image…☆326Nov 30, 2024Updated last year
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆46Aug 19, 2021Updated 4 years ago
- ESI Highly Cited Papers (2025)☆23Sep 20, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆57Nov 4, 2020Updated 5 years ago
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Apr 17, 2024Updated 2 years ago
- A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification☆208Nov 25, 2022Updated 3 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
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆46Sep 8, 2020Updated 5 years ago
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆34Jul 14, 2023Updated 2 years ago
- Hyperspectral-Classification Pytorch☆583Jun 28, 2022Updated 3 years ago
- A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification☆81May 27, 2021Updated 5 years ago
- Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification☆88Oct 2, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆57Mar 27, 2020Updated 6 years ago
- ☆46Mar 20, 2023Updated 3 years ago
- This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral…☆232Dec 26, 2021Updated 4 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 2 years ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆17Jun 14, 2023Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆40Jun 9, 2021Updated 5 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Apr 7, 2023Updated 3 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆19Feb 17, 2023Updated 3 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆44Nov 17, 2025Updated 7 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆49Jan 16, 2026Updated 5 months ago
- Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction☆136May 14, 2026Updated last month
- paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Aug 13, 2022Updated 3 years ago
- Hyperspectral Image Classification☆235Jan 28, 2022Updated 4 years ago
- [ISPRS JP&RS 2023] From center to surrounding: an interactive learning framework for hyperspectral image classification☆17Apr 14, 2023Updated 3 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆20Aug 18, 2023Updated 2 years ago
- Hyperspectral Image Classification in PyTorch, modified on repository "Hyperspectral-Classification".☆20Jul 6, 2023Updated 2 years ago
- A personal pytorch-based implement of HybridSN by Jupyter Notebook☆46Mar 24, 2022Updated 4 years ago
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆34Oct 14, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The official released demo of Tang Xu's group about the hyperspectral images classification☆35Dec 12, 2025Updated 6 months ago
- ☆54Jun 10, 2021Updated 5 years ago
- [TGRS2024] MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification☆153Apr 9, 2026Updated 2 months ago
- This is the code of the paper CS2DT: Cross Spatial–Spectral Dense Transformer for Hyperspectral Image (HSI) Classification.☆11Oct 11, 2023Updated 2 years ago
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆13Jun 18, 2022Updated 4 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59May 18, 2019Updated 7 years ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated 2 years ago