mhaut / HSI-datasets
Hyperspectral Remote Sensing Scenes
☆58Updated 3 years ago
Alternatives and similar repositories for HSI-datasets:
Users that are interested in HSI-datasets are comparing it to the libraries listed below
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆38Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆39Updated 3 weeks ago
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆103Updated 2 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- ☆43Updated 3 months ago
- ☆38Updated 2 years ago
- PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network f…☆112Updated 3 years ago
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆81Updated 2 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 4 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 4 years ago
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆21Updated last year
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆48Updated 2 years ago
- A personal pytorch-based implement of HybridSN by Jupyter Notebook☆35Updated 2 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆62Updated 3 months ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆40Updated 11 months ago
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆19Updated 3 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆33Updated last year
- MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description o…☆84Updated 6 years ago
- This is the code of the paper CS2DT: Cross Spatial–Spectral Dense Transformer for Hyperspectral Image (HSI) Classification.☆11Updated last year
- BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image☆36Updated 5 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- ☆30Updated 11 months ago
- Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)☆42Updated 5 years ago
- ☆64Updated 3 years ago
- ☆43Updated 6 years ago
- 高光谱图像分类基础,包含代码、数据集、分类结果矩阵、颜色映射矩阵与可视化结果图。代码中使用了六个分类器,分别是KNN、SVM、RF、1DCNN、基于lenet的2DCNN、HybridSN☆35Updated 3 months ago
- Models used for our paper submission☆28Updated 6 years ago
- Landcover classification using the fusion of HSI and LiDAR data.☆14Updated 2 years ago