PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pResNet, HybridSN, SSAN.
☆15Apr 7, 2023Updated 2 years ago
Alternatives and similar repositories for TPPI-Net
Users that are interested in TPPI-Net are comparing it to the libraries listed below
Sorting:
- CACFTNet: A Hybrid Cov-Attention and Cross-Layer Fusion Transformer Network for Hyperspectral Image Classification[J]," in IEEE Transacti…☆16Aug 13, 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
- 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
- Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.☆11Apr 25, 2021Updated 4 years ago
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆43May 18, 2021Updated 4 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
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆29Mar 20, 2024Updated last year
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Mar 27, 2020Updated 5 years ago
- Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Tr…☆16Apr 16, 2021Updated 4 years ago
- Comparative analysis of different feature extraction techniques for hyperspectral image classification.☆17May 18, 2024Updated last year
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆47Aug 19, 2021Updated 4 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Jun 28, 2023Updated 2 years ago
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆57Oct 31, 2025Updated 4 months ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆58Dec 1, 2022Updated 3 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
- [IEEE T-GRS 2024] The official repository for Journal Article “FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pr…☆22Jun 22, 2024Updated last year
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- 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
- ☆17May 30, 2025Updated 9 months ago
- 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 "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59May 18, 2019Updated 6 years ago
- Spectral Partitioning Residual Network with Spatial Attention Mechanism for Hyperspectral Image Classification☆28Jul 18, 2021Updated 4 years ago
- The repository contains the implementation of the paper "SwinMSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral I…☆12Aug 7, 2024Updated last year
- ☆12Dec 4, 2023Updated 2 years ago
- ☆47Jan 16, 2026Updated last month
- Q. Liu, L. Xiao, J. Yang and Z. Wei, "Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification," in IEEE Tran…☆53Jun 21, 2022Updated 3 years ago
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Nov 22, 2022Updated 3 years ago
- Contrastive-Mutual-Learning-with-Pseudo-Label-Smoothing-for-Hyperspectral-Image-Classification☆14Jan 16, 2025Updated last year
- A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification☆207Nov 25, 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
- BTA-Net☆12Nov 18, 2022Updated 3 years ago
- 刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDe…☆13May 18, 2020Updated 5 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
- Code of paper "Densely Connected Pyramidal Dilated Convolutional Network for Hyperspectral Image Classification"☆10Jun 21, 2022Updated 3 years ago
- Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Image☆15Jun 7, 2022Updated 3 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆56Nov 4, 2020Updated 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 2 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆20Aug 18, 2023Updated 2 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆13Jan 14, 2021Updated 5 years ago