GitHub topics: hsi-classification

Repositories

r0nl/DABANforHSI

Hyperspectral Image Classification Based on Doman Adversarial Broad Adaptation Network

Language: Jupyter Notebook - Size: 12 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

Candy-CY/Hyperspectral-Image-Classification-Models

收录及复现的高光谱遥感图像分类模型

Language: Python - Size: 261 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 744 - Forks: 92

alireza13742010/HSI-Classification

Hyperspectral Image (HSI) Recognition

Language: Python - Size: 18.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

theolepage/hsi-classification

Machine learning pipeline to classify hyperspectral images of fields.

Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: 24 days ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 3

Rojan119/ACDFSL-Future-Wisdom

ACDFSL for Hyperspectral Image Classification

Language: Python - Size: 743 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

AnkurDeria/HSI-Traditional-to-Deep-Models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 150 - Forks: 36

swalpa/G2C-Conv3D-HSI

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

Language: Jupyter Notebook - Size: 426 KB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 31 - Forks: 0

kifakh/Deep-Transfer-learning-for-HSI

Hyperspectral Image Classification using Deep Transfer Learning

Language: Jupyter Notebook - Size: 7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

kifakh/Bayesian-CNN-for-HSI

Bayesian CNN for HSI accuracy improvment

Language: Jupyter Notebook - Size: 977 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AnkurDeria/MFT

Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.

Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 130 - Forks: 8

shouhengx/MSR-3DCNN

This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And the paper has been accpeted by remote sensing.

Language: Jupyter Notebook - Size: 426 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 4

wfnian/SGT

《SGT: A Generalized Processing Model for 1-D Remote Sensing Signal Classification》

Language: Python - Size: 113 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

Candy-CY/Multidimensional_Information_Expansion_and_Processing_Network_for_Hyperspectral_Image_Classification

Hyperspectral Image Classification, Feature Expansion, Multi-dimensional Information Expansion and Processing Network (MIEPN)

Language: Python - Size: 1.11 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Candy-CY/Random_Shuffling_Data_for_Hyperspectral_Image_Classification_with_SKDN

Random Shuffling Strategy, Siamese and Knowledge Distillation Network (SKDN), Hyperspectral Image Classification

Language: Python - Size: 4.67 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ZhengJianwei2/MCNN-based_HSI_Classification

MCNN-CP：Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021)； Oct-MCNN-HS：3D Octave and 2D Vanilla Mixed Convolutional Neural Network for Hyperspectral Image Classification With Limited Samples (Remote Sensing, 2021)

Language: Jupyter Notebook - Size: 94.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 43 - Forks: 15

Related Keywords

hsi-classification 19 hyperspectral-image-classification 7 hsi 5 image-classification 5 deep-learning 5 remote-sensing 4 image-processing 3 machine-learning 3 hyperspectral-imaging 3 feature-extraction 2 feature-fusion 2 preprocessing 2 classification 2 dimensionality-reduction 2 convolutional-neural-networks 2 etr 1 oct-mcnn-hs 1 mcnn-cp 1 siamese-and-knowledge-distillation-network 1 random-shuffling-strategy 1 miepn 1 feature-expansion 1 adversarial-machine-learning 1 speed-up 1 dimension-reduction 1 ida 1 crv 1 feature-selection 1 hybrid-model 1 hyperspectral-image 1 matlab 1 broad-adaptation-network 1 deep-neural-networks 1 machine-learning-algorithms 1 guidedfilter 1 3dcnn 1 attention-mechanism 1 domainadaptation 1 fewshot-learning 1 remote-sensing-image 1 2d-cnn 1 3d-cnn 1 transfer-learning 1 bayesian-inference 1 bayesian-methods 1 cnn-classification 1 multimodal-datasets 1 multimodal-deep-learning 1 transformer-models 1 1d-model 1 classification-model 1

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