Li-ZK / HFSLLinks
Heterogeneous Few-shot Learning for Hyperspectral Image Classification
☆16Updated last year
Alternatives and similar repositories for HFSL
Users that are interested in HFSL are comparing it to the libraries listed below
Sorting:
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- ☆15Updated 4 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 5 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated 2 years ago
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Updated last year
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆55Updated 4 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆40Updated last year
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆19Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆38Updated 3 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆16Updated 3 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆17Updated 2 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆45Updated 4 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆35Updated last year
- Hyperspectral Image Classification using Deep Neural Network Architectures with Transfer Learning☆11Updated 4 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 4 years ago
- Comparative analysis of different feature extraction techniques for hyperspectral image classification.☆17Updated last year
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆28Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆18Updated 3 months ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆24Updated 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…☆38Updated 4 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆19Updated last year
- Accompanying code for the paper 'AeroRIT: AeroRIT: A New Scene for Hyperspectral Image Analysis'☆38Updated last year
- ☆18Updated 3 years ago
- Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Tr…☆16Updated 4 years ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆23Updated last month
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆13Updated last year
- smallsmallflypigtang / Hyperspectral-Image-Classification-Based-on-3D-Octave-Convolution-with-Spatial-Spectral-Attention☆18Updated 4 years ago