NISL-MSU / HSI-BandSelection
Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging. Remote Sensing 2021.
☆57Updated 11 months ago
Alternatives and similar repositories for HSI-BandSelection:
Users that are interested in HSI-BandSelection are comparing it to the libraries listed below
- BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image☆36Updated 5 years ago
- 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
- BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image☆24Updated 8 months ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)☆22Updated 2 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 4 years ago
- Models used for our paper submission☆27Updated 6 years ago
- Hyperspectral CNN compression and band selection☆33Updated 5 years ago
- ☆64Updated 3 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- paper:Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Updated 2 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆45Updated 3 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 4 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆37Updated 3 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 4 years ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 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…☆13Updated 4 years ago
- ☆43Updated 6 years ago
- A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Feature…☆22Updated 4 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- Comparative analysis of different feature extraction techniques for hyperspectral image classification.☆17Updated 10 months ago
- Hyperspectral Remote Sensing Scenes☆58Updated 3 years ago
- Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混☆24Updated 9 months ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆28Updated 3 years ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆39Updated 3 weeks ago
- PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network f…☆112Updated 3 years ago
- Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting fo…☆15Updated 2 years ago