tulilin / S2HM2
S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images
☆14Updated 9 months ago
Alternatives and similar repositories for S2HM2:
Users that are interested in S2HM2 are comparing it to the libraries listed below
- [TGRS 2024] MSNet: Self-Supervised Multiscale Network with Enhanced Separation Training for Hyperspectral Anomaly Detection.☆12Updated 6 months ago
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆22Updated last year
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆11Updated last year
- [TGRS 2021] The official repo for the paper "Fully Contextual Network for Hyperspectral Scene Parsing".☆13Updated last year
- A high-resolution feature network image-level classification method for hyperspectral image☆10Updated 2 years ago
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Updated 2 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆32Updated 11 months ago
- [IEEE TNNLS 2022] Robust Self-Ensembling Network for Hyperspectral Image Classification☆19Updated 2 years ago
- DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022☆16Updated last year
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆15Updated 10 months ago
- Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, and Danfeng Hong, "Hyperspectral Image Classification with Mamba", IEEE TGRS, 2…☆22Updated last month
- ☆14Updated 3 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…☆12Updated 4 years ago
- Accompanying code for the paper 'AeroRIT: AeroRIT: A New Scene for Hyperspectral Image Analysis'☆35Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆39Updated 10 months ago
- Official Pytorch implementation of the TGRS paper "MAGE: Multisource Attention Network with Discriminative Graph and Informative Entities…☆17Updated 2 years ago
- The official released demo of Tang Xu's group about the hyperspectral images classification☆12Updated 7 months ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- ☆28Updated 10 months ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆16Updated last year
- ☆11Updated 2 years ago
- ☆15Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Updated last year
- Landcover classification using the fusion of HSI and LiDAR data.☆14Updated 2 years ago
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆14Updated last month
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆48Updated 2 years ago
- ☆15Updated last year
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆13Updated 6 months ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆16Updated 2 years ago
- 高光谱遥感影像分类☆22Updated last year