danfenghong / IEEE_GRSL_EndNet
Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot. Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data, IEEE GRSL, 2020.
☆49Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for IEEE_GRSL_EndNet
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆46Updated 2 years ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆36Updated last year
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆55Updated 2 years ago
- MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description o…☆79Updated 5 years ago
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆10Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆11Updated 3 weeks ago
- ☆26Updated last month
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 8 months ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆50Updated 4 years ago
- 高光谱遥感影像分类☆19Updated last year
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- ShivamP1993 / FusAtNet-Dual-Attention-based-SpectroSpatial-Multimodal-Fusion-Network-for-Hyperspectral-and-LiDAR-The repository contains relevant dataset and keras code for the paper, "FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion N…☆40Updated last year
- ☆57Updated 2 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And th…☆24Updated 2 years ago
- ☆14Updated 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
- 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
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆23Updated 3 years ago
- ☆32Updated last year
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆44Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆38Updated 7 months ago
- Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jon Atli Benediktsson. Feature Extraction for …☆17Updated 3 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆43Updated 4 years ago
- DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022☆16Updated last year
- Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.☆25Updated 2 years ago
- ☆35Updated 2 years ago