A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
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Dec 23, 2023 - Jupyter Notebook
#
hyperspectral-imaging
Here are 128 public repositories matching this topic...
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
cnn remote-sensing colab image-classification residual-networks hyperspectral-image-classification hyperspectral 3d-cnn hyperspectral-imaging colaboratory colab-notebook
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Nov 25, 2022 - Python
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
deep-learning remote-sensing image-classification convolutional-neural-networks hyperspectral-image-classification hyperspectral-imaging remote-sensing-image hsi-classification
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Oct 4, 2022 - Jupyter Notebook
[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening
deep-learning transformers attention-mechanism super-resolution multispectral-images image-fusion hyperspectral-imaging pansharpening
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Oct 19, 2023 - Python
Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)
computational-imaging compressive-sensing hyperspectral-imaging low-rank coded-aperture rank-minimization high-speed-imaging snapshot-compressive-imaging
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Apr 3, 2020 - MATLAB
A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification
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May 27, 2021 - Jupyter Notebook
[SIGGRAPH Asia 2017] High-Quality Hyperspectral Reconstruction Using a Spectral Prior
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Dec 26, 2018 - Python
Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging. Remote Sensing 2021.
feature-selection convolutional-neural-networks hyperspectral-image-classification multispectral-images hyperspectral-imaging pytorch-implementation indian-pines-dataset salinas-dataset
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Apr 8, 2024 - Jupyter Notebook
A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)
image-restoration bnn hyperspectral-imaging qnn snapshot-compressive-imaging spectral-reconstruction hyperspectral-image-reconstruction
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Nov 28, 2023 - Python
Measuring the ripeness of fruit with Hyperspectral Imaging and Deep Learning
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Jan 9, 2024 - Python
biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images
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Apr 18, 2025 - R
Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
svm remote-sensing hyperspectral-image-classification svm-classifier emp hyperspectral-imaging morphological-image-processing indianpines morphological-profiling extended-morphological-profiles
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Jul 6, 2023 - Jupyter Notebook
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
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May 18, 2021 - Python
Matlab Code for: "Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. Arvix. Dec 2018"
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Nov 20, 2019 - MATLAB
An open source Python single-pixel imaging kit for educational and research purposes.
open-source camera optics spectroscopy hyperspectral photonics fourier-transform compressive-sensing hyperspectral-imaging single-pixel-imaging
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Apr 10, 2025 - Python
Hyperspectral CNN compression and band selection
python deep-learning neural-network svm pytorch recurrent-neural-networks feature-selection feature-extraction neural-networks autoencoder image-classification pruning convolutional-neural-networks quantization hyperspectral-image-classification hyperspectral-imaging neural-network-compression band-selection intel-distiller hsi-toolbox
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Feb 16, 2020 - Jupyter Notebook
A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction
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Feb 1, 2023 - Python
python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
python machine-learning deep-learning scikit-learn point-cloud gdal remote-sensing lidar satellite-imagery satellite-data hyperspectral-image-classification multispectral-images satellite-images hyperspectral-imaging lidar-point-cloud pdal gdal-python spacenet-dataset gdal-python-libraries python-pdal
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Feb 13, 2022 - Jupyter Notebook
An open-source Python library for the analysis of fluorescence lifetime and hyperspectral images using the phasor approach.
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May 2, 2025 - Python
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization (ICIP 2021)
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Feb 27, 2023 - Python
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