AminaBh / 3D_deepLearning_for_hyperspectral_imagesLinks
Models used for our paper submission
☆29Updated 7 years ago
Alternatives and similar repositories for 3D_deepLearning_for_hyperspectral_images
Users that are interested in 3D_deepLearning_for_hyperspectral_images are comparing it to the libraries listed below
Sorting:
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆44Updated 5 years ago
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆39Updated 4 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆55Updated 4 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 5 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆46Updated 2 years ago
- HyperSpectral Image Classification With DeepLearning☆32Updated 8 years ago
- Classification for hyperspectral imagery☆134Updated 2 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆73Updated 5 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59Updated 6 years ago
- ☆10Updated 7 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 6 years ago
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆57Updated 6 years ago
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 5 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 3 years ago
- Hyperspectral Image Classification using Deep Neural Network Architectures with Transfer Learning☆11Updated 4 years ago
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆86Updated 6 years ago
- MCNN-CP：Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021)； Oct-MCNN-HS：3D Octave and 2D Van…☆51Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Updated 2 years ago
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆23Updated 6 years ago
- Hyperspectral Remote Sensing Scenes☆58Updated 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…☆56Updated last month
- Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"☆40Updated 6 years ago
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆20Updated 2 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆32Updated 2 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆38Updated 4 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
- Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"☆18Updated 5 years ago
- paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Updated 3 years ago
- Classification of Hyperspectral Images Using a Novel ResNet-based GAN network☆22Updated 5 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