[IEEE T-GRS 2024] The official repository for Journal Article “FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pre-Training”, Accepted to IEEE Transactions on Geoscience and Remote Sensing, December 2023.
☆22Jun 22, 2024Updated last year
Alternatives and similar repositories for FactoFormer
Users that are interested in FactoFormer are comparing it to the libraries listed below
Sorting:
- This is a code demo for the paper "_Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification_" in IEEE TGRS 2024…☆11Aug 30, 2024Updated last year
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆32Nov 8, 2024Updated last year
- Demo codes for papers "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification" and "Ghostnet …☆17Jan 22, 2024Updated 2 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
- 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
- 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
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Nov 22, 2022Updated 3 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆58Dec 1, 2022Updated 3 years ago
- 高光谱遥感影像分类☆25Mar 22, 2023Updated 2 years ago
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆14Jul 20, 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 3 years ago
- This is a code demo for the paper "Cross-Domain Few-shot Hyperspectral Image Classification with Cross-Modal Alignment and Supervised Con…☆19Jul 9, 2025Updated 7 months ago
- Hyperspectral Image (HSI) classification using Convolutional Neural Networks (CNN) is widely found in the current literature. Approaches …☆14Jun 10, 2021Updated 4 years ago
- ☆22Feb 7, 2023Updated 3 years ago
- A slim implementation of Self-Pooling Transformer for hyperspectral image classification.☆20Jun 20, 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
- 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
- ☆15Apr 1, 2021Updated 4 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆40Nov 17, 2025Updated 3 months ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- HyperBCS: Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification☆12May 9, 2025Updated 9 months 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
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆42Apr 17, 2024Updated last year
- This Keras code is for the paper A. Jamali, Ali and Roy, Swalpa Kumar and Hong, Danfeng and Atkinson, Peter M and Ghamisi, Pedram, "[Spat…☆11Jan 22, 2024Updated 2 years ago
- Keras implementation of Morphological Convolutional Neural Networks for Hyperspectral Image Classification☆10Nov 25, 2021Updated 4 years ago
- This repository provides the code for the methods and experiments presented in our paper 'Dual-stream Class-adaptive Network for Semi-sup…☆11Feb 29, 2024Updated 2 years ago
- Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification☆10Sep 15, 2023Updated 2 years ago
- Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification,…☆40Jul 10, 2024Updated last year
- ☆13Mar 28, 2025Updated 11 months ago
- EMVCC:Enhanced Multi-View Contrastive Clustering for Hyperspectral Images☆10Nov 19, 2024Updated last year
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆16Jul 9, 2023Updated 2 years ago
- This is code for “Upper Bounding Barlow Twins: A Novel Filter for Multi-relational Clustering” AAAI-24.☆12May 17, 2024Updated last year
- Contrastive-Mutual-Learning-with-Pseudo-Label-Smoothing-for-Hyperspectral-Image-Classification☆14Jan 16, 2025Updated last year
- Pytorch code of TGRS paper "HyperNet: Self-Supervised Hyperspectral SpatialSpectral Feature Understanding Network for Hyperspectral Chang…☆31Mar 26, 2024Updated last year
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆22Sep 13, 2025Updated 5 months ago
- Hyperspectral Classification☆28Mar 8, 2023Updated 2 years ago
- Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.☆55Nov 23, 2023Updated 2 years ago