nishchaljs / 3D-Hyper-UNET
A novel CNN called the 3-D Hyper-UNET for Hyperspectral Image Segmentation.
☆8Updated last year
Related projects ⓘ
Alternatives and complementary repositories for 3D-Hyper-UNET
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆10Updated 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
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- A DEMO for "Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification" (Xue et al., TGRS, 2021)☆28Updated 7 months 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
- Remote sensing of vegetation and crops using hyperspectral imagery and unsupervised learning methods. The project contains different appl…☆14Updated 2 years ago
- A cross-channel dense connection and multi-scale dual aggregated attention network for Hyperspectral image classification☆9Updated 4 months ago
- This is the code of "Hyperspectral Image Semantic Segmentation in Cityscapes".☆11Updated 3 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 8 months ago
- Hyperspectral image classification network using a combination of cnn feature extraction and a small Swin transformer.☆11Updated last year
- ☆14Updated 3 years ago
- Vertex Component Analysis in Python☆33Updated last year
- S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale H…☆12Updated 6 months ago
- Hyperspectral Remote Sensing Scenes☆55Updated 3 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
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆12Updated 2 years ago
- A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders:…☆38Updated 2 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆50Updated 4 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image☆35Updated 4 years ago
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆15Updated 7 months 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
- [IEEE TNNLS 2022] Robust Self-Ensembling Network for Hyperspectral Image Classification☆19Updated 2 years ago
- ☆50Updated 3 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆55Updated 2 years ago
- Yao, Jing, Danfeng Hong, Chenyu Li, and Jocelyn Chanussot. "SpectralMamba: Efficient Mamba for Hyperspectral Image Classification." arXiv…☆57Updated 3 months ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆35Updated 3 years ago