hyperspectral-image

There are 2 repositories under hyperspectral-image topic.

zhouyuanzxcv / Hyperspectral
This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.
data-fusion hyperspectral-image hyperspectral-unmixing registration-algorithm remote-sensing
Language:MATLAB 124
ngchc / HSCNN-Plus
HSCNN+: Advanced CNN-Based Hyperspectral Recovery from RGB Images in CVPRW 2018 (Winner of NTIRE Challenge)
hyperspectral-image deep-neural-networks challenge-project
Language:Python 33
wwhappylife / Deep-Blind-Hyperspectral-Image-Fusion
This repository is the official code for DBIN (ICCV 2019) and EDBIN (TNNLS 2021)
hyperspectral-image deep-learning fusion
Language:Python 27
vsakkas / Hyperspectral-Image-Classification
Hyperspectral Image Classification using Naive Bayes, Minimum Eucleidian Distance and KNN in Matlab
classification hyperspectral-image matlab
Language:Matlab 26
Dongyx1128 / CEGATSR
Implementation of CNN-Enhanced Graph Attention Network for Hyperspectral Image Super-Resolution Using Non-Local Self-Similarity (CEGATSR) in Pytorch.
artificial-intelligence deep-learning graph-neural-networks hyperspectral-image remote-sensing super-resolution
Language:Python 12
kilinco / spec-img-finesse
Project for Machine Learning and Physical Applications Class - Hyperspectral image classification using SVM, and CNN with layer pruning and layer compression.
hyperspectral-image-classification hyperspectral-image layer-compression uniform-pruning
Language:Python 12
kandarpkakkad / GUI-For-Hyperspectral-Image-Preprocessing-Using-Python
The GUI will preprocess the hyperspectral images i.e. removes the bands having negative values. The image format allowed is ".ENVI".
remote-sensing hyspeclib python python3 gui remote-sensing-image tkinter tkinter-gui tkinter-python noise-removal hyperspectral-image hyperspectral-image-denoising
Language:HTML 11
namratadutt / LiDAR-and-Hyperspectral-Fusion-classification
Landcover classification using the fusion of HSI and LiDAR data.
classification convolutional-neural-networks deep-learning fully-connected-network machine-learning python fusion hyperspectral-image-classification lidar lidar-point-cloud hyperspectral hyperspectral-imaging neural-network hyperspectral-image lidar-point-clouds remote-sensing sensor-fusion
Language:Python 11
roozbehrajabi / mlnmf
MLNMF: Multilayer Nonnegative Matrix Factorization
hyperspectral-image remote-sensing nmf spectral-unmixing
Language:MATLAB 10
denghong-liu / EUNet
A Pytorch implementation of "An Efficient Unfolding Network with Disentangled Spatial-Spectral Representation for Hyperspectral Image Super-Resolution"
deep-learning hyperspectral-image pytorch super-resolution
Language:Python 8
abraia / abraia-multiple
Abraia-Multiple image analysis toolbox
abraia-api resize-images convert-images image-analysis hyperspectral-image-analysis hyperspectral-image
Language:Jupyter Notebook 7
mengxue-rs / a-spn
the official implementation of paper Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification (A-SPN).
attention-mechanism classification deep-learning hyperspectral-image second-order-pooling
7
hvn2 / DIP-SLR
Codes for the paper "Deep sparse and low-rank for HSI denoising" in Proceeding of IGARSS 2022, Kuala Lumpur.
deep-image-prior denoising hyperspectral-image low-rank unsupervised-deep-learning sparsisty
Language:Jupyter Notebook 4
DalalAL-Alimi / CRV
Compression and Reinforced Variation (CRV) Method
classification crv dimensionality-reduction feature-fusion feature-selection hsi hsi-classification hybrid-model hyperspectral-image image-classification image-processing
Language:Jupyter Notebook 3
courbot / heolht
This repository contains the python (2.7) code running the detection within astronomical hyperspectral images. It is associated with the paper : "Extended faint source detection in astronomical hyperspectral images" published by Courbot, J.-B. et al in Signal Processing 135 (2017) 274–283.
statistical-detection hyperspectral-image hypothesis-testing astronomical-hyperspectral-image
Language:Python 2
mhmdjouni / MultiHU-TD-Python
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition
hyperspectral-unmixing tensor-decomposition blind-source-separation hyperspectral-image remote-sensing canonical-polyadic-decomposition interpretability ao-admm-asc
Language:Python 2
aaaastark / Hyperspectral_Image_Denoising_AAFEHDN
Hyperspectral Image Denoising using Attention and Adjacent Features Extraction Hybrid Dense Network
attention-mechanism dense-neural-network feature-extraction final-year-project hyperspectral hyperspectral-image hyperspectral-image-denoising image-preprocessing pytorch
Language:Jupyter Notebook 1
ITC_InformationTheory_SpectralVariability
KshitijSrivastava / ITC_InformationTheory_SpectralVariability
MATLAB based Information Theory Project on Information Theoretical Approach to Spectral variability
information-theory hyperspectral-image spectral-variability
Language:MATLAB 1

hyperspectral-image

zhouyuanzxcv / Hyperspectral

ngchc / HSCNN-Plus

wwhappylife / Deep-Blind-Hyperspectral-Image-Fusion

vsakkas / Hyperspectral-Image-Classification

Dongyx1128 / CEGATSR

kilinco / spec-img-finesse

kandarpkakkad / GUI-For-Hyperspectral-Image-Preprocessing-Using-Python

namratadutt / LiDAR-and-Hyperspectral-Fusion-classification

roozbehrajabi / mlnmf

denghong-liu / EUNet

abraia / abraia-multiple

mengxue-rs / a-spn

hvn2 / DIP-SLR

DalalAL-Alimi / CRV

courbot / heolht

mhmdjouni / MultiHU-TD-Python

aaaastark / Hyperspectral_Image_Denoising_AAFEHDN

KshitijSrivastava / ITC_InformationTheory_SpectralVariability