hyperspectral-image-classification topic

List hyperspectral-image-classification repositories

HybridSN

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A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

A2S2K-ResNet

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A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Hyperspectral_Image_Analysis_Simplified

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The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

SSRN

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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".

Classification-of-Hyperspectral-Image

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Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

hyperspectral_deeplearning_review

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Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

HSI-Traditional-to-Deep-Models

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