hkzhang-git / LWNet
code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"
☆18Updated 3 years ago
Alternatives and similar repositories for LWNet:
Users that are interested in LWNet are comparing it to the libraries listed below
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆16Updated 2 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆40Updated 11 months ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆28Updated last year
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆24Updated 3 years ago
- Deep Few-Shot Learning for Hyperspectral Image Classification☆30Updated 2 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆17Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆16Updated 3 weeks ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆16Updated 8 months ago
- Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.☆53Updated last year
- The repository contains the implementations for Global-local Transformer Network for HSI and LiDAR Data Joint Classification.☆15Updated last year
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆9Updated last year
- Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.☆44Updated 9 months ago
- ☆18Updated 3 years ago
- ☆15Updated 3 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆33Updated last year
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆13Updated 2 years ago
- Code for Cross-domain Few-shot Learning Based on Feature Disentanglement for Hyperspectral Image Classification.☆33Updated 4 months ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- The code for the DHViT☆12Updated 3 years ago
- [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…☆25Updated last year
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆37Updated 3 years ago
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆13Updated last year
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆41Updated last year
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆29Updated 4 months ago
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆32Updated 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
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆54Updated 3 years ago
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆15Updated last year