ucalyptus / BS-Nets-Implementation-Pytorch
BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image
☆24Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for BS-Nets-Implementation-Pytorch
- BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image☆35Updated 4 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆50Updated 4 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆43Updated 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…☆37Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆35Updated 3 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆56Updated 4 years ago
- A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Feature…☆21Updated 3 years ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆23Updated 3 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 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
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Models used for our paper submission☆27Updated 6 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)☆40Updated 5 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆38Updated 7 months ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging.☆53Updated 7 months ago
- A Fast Neighborhood Grouping Method for Hyperspectral Band Selection☆22Updated 7 months ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆17Updated 3 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- 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…☆12Updated 4 years ago
- 3D Convolutional Adversial Autoencoder for Hyperspectral Classification☆20Updated 4 years ago
- SSDGL: A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification (TCYB202…☆52Updated 2 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆70Updated 4 years ago
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆52Updated 3 years ago
- Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)☆21Updated last year
- Accompanying code for the paper 'AeroRIT: AeroRIT: A New Scene for Hyperspectral Image Analysis'☆33Updated 9 months ago