nirmalsenthilnathan / Open-Set-Domain-Adaptation-for-Hyperspectral-Image-Classification-Using-Generative-Adversarial-Netwo
The Noval approach for dealing with hyperspectral images with the help of openset domain adaptatin and generative adversarial network.
☆33Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Open-Set-Domain-Adaptation-for-Hyperspectral-Image-Classification-Using-Generative-Adversarial-Netwo
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆52Updated 3 years ago
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆17Updated 3 years ago
- smallsmallflypigtang / Hyperspectral-Image-Classification-Based-on-3D-Octave-Convolution-with-Spatial-Spectral-Attention☆18Updated 4 years ago
- ☆12Updated 5 years ago
- Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification☆20Updated 7 months 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
- ☆11Updated 3 years ago
- Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Tr…☆14Updated 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
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆35Updated 3 years ago
- Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification☆65Updated last year
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 4 years ago
- Semisupervised Hyperspectral Image Classification Based on Generative Adversarial Networks☆12Updated 3 years ago
- Deep Few-Shot Learning for Hyperspectral Image Classification☆29Updated 2 years ago
- Cross Domain CNN for Hyperspectral Image Classification☆13Updated 5 years ago
- Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification, IGARSS, 2021.☆16Updated 2 years ago
- Synthetic Data Augmentation using a Generative Adversarial Network for Improved Hyperspectral Image Classification☆14Updated 3 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆33Updated 5 years ago
- Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification☆85Updated 3 years ago
- Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification(DOI: 10.1109/TGRS.2022.3166817)☆27Updated 7 months ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- Applying generative adversarial networks for anomaly detection in hyperspectral remote sensing imagery☆20Updated 6 years ago
- Hyperspectral Image Classification in the Presence of Noisy Labels (IEEE TGRS, 2019)☆21Updated 3 years ago
- polwork / Learning-and-Transferring-Deep-Joint-Spectral-Spatial-Features-for-Hyperspectral-Classificationcode for paper "Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification"☆13Updated 5 years ago
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆26Updated 8 months ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)☆40Updated 5 years ago
- BTA-Net☆10Updated 2 years ago
- Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"☆38Updated 5 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year