hyperspectral-image-classification
There are 159 repositories under hyperspectral-image-classification topic.
spectralpython/spectral
Python module for hyperspectral image processing
eecn/Hyperspectral-Classification
Hyperspectral-Classification Pytorch
gokriznastic/HybridSN
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
syamkakarla98/Hyperspectral_Image_Analysis_Simplified
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
zilongzhong/SSRN
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
KonstantinosF/Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
suvojit-0x55aa/A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
mhaut/hyperspectral_deeplearning_review
Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
AnkurDeria/MFT
Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.
AnkurDeria/HSI-Traditional-to-Deep-Models
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
Z-Zheng/FreeNet
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
shuguang-52/2018-RemoteSens-FDSSC
A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)
zgr6010/HSI_SSFTT
L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE TGRS, 2022.
syamkakarla98/Dimensionality-reduction-and-classification-on-Hyperspectral-Images-Using-Python
In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
ShoupingShan/Hyperspectral-image-target-detection-based-on-sparse-representation
Hyperspectral image Target Detection based on Sparse Representation
YonghaoXu/SSUN
[IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification
mhaut/pResNet-HSI
Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"
YonghaoXu/RPNet
[ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network
sjliu68/MDL4OW
S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.
YuxiangZhang-BIT/IEEE_TNNLS_TSTnet
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.
EtPan/SSAN
Spectral-Spatial Attention Network for Hyperspectral Image Classification
NISL-MSU/HSI-BandSelection
Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging.
andreybicalho/ExtendedMorphologicalProfiles
Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
DotWang/ASSMN
[TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification".
leeguandong/3D-DenseNet-for-HSI
paper：Three-dimensional densely connected convolutional network for hyperspectral remote sensing image classification
majidseydgar/Res-CP
Semi-Supervised Hyperspectral Image Classification
mhaut/HSI-SDeCNN
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
DotWang/DCN-T
[TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".
ucalyptus/DARecNet-BS
[IEEE GRSL] - DARecNet-BS: Unsupervised Dual Attention Reconstruction Network for Hyperspectral Band Selection
YonghaoXu/SSFCN
[IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification
ShoupingShan/Data_fusion_HSI_LiDAR
HSI and LiDAR image fusion based on Deep Learning
MeiShaohui/Sensor-Specific-Hyperspectral-Image-Feature-Learning
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
YuxiangZhang-BIT/IEEE_TNNLS_Gia-CFSL
Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.
cogsys-tuebingen/deephs_fruit
Measuring the ripeness of fruit with Hyperspectral Imaging and Deep Learning
purbayankar/HybridSN-pytorch
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
YuxiangZhang-BIT/IEEE_TGRS_LDGnet
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.