eternal-vanguard / SpectralNETLinks
Hyperspectral Image (HSI) classification using Convolutional Neural Networks (CNN) is widely found in the current literature. Approaches vary from using SVMs to 2D CNNs, 3D CNNs, 3D-2D CNNs. Besides 3D-2D CNNs and FuSENet, the other approaches do not consider both the spectral and spatial features together for HSI classification task, thereby re…
☆14Updated 3 years ago
Alternatives and similar repositories for SpectralNET
Users that are interested in SpectralNET are comparing it to the libraries listed below
Sorting:
- Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)☆22Updated 2 months ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆41Updated last year
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Updated 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…☆13Updated 5 years ago
- Semisupervised Hyperspectral Image Classification Based on Generative Adversarial Networks☆13Updated 4 years ago
- Source code of "Hyperspectral Image Classification Using Random Occlusion Data Augmentation"☆13Updated 5 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆46Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆38Updated 3 years ago
- ☆15Updated 4 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated 2 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆58Updated 5 years ago
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆13Updated 2 years ago
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆14Updated last year
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Updated last year
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆45Updated 4 years ago
- Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"☆18Updated 4 years ago
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- paper：Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆32Updated 5 years ago
- Hyperspectal Image classification using state of the art generative adverserial network☆28Updated 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…☆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
- Hyperspectral Image Classification in PyTorch, modified on repository "Hyperspectral-Classification".☆20Updated last year
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆55Updated 4 years ago
- ☆12Updated 4 years ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆24Updated 4 years ago
- Hyperspectral Image Classification using Deep Neural Network Architectures with Transfer Learning☆11Updated 4 years ago
- ☆18Updated 3 years ago
- paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Updated 2 years ago