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hyftech-hyperspectral-shallow-deep-feature-extraction-toolbox

This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction

hyperspectal-anomaly-detection

This is the code for this article for the paper which is 'Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation'

hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

hyperspectral-1

Landcover Classification in Hyperspectral Images

hyperspectral-classification

Hyperspectral-Classification Pytorch

hyperspectral-classification-with-svm

This repo contains an illustration of the use of kernel support vector machine for hyperspectral image classifiication as well as a comparison with least sqaure methods.

hyperspectral-image-classification-by-3d-gabor-wavelets

This is my Graduate Project on hyperspectral image classification.

hyperspectral-image-classification-cnn

hyperspectral-image-classification-via-fusing-correlation-coefficient-and-joint-sparse-representatio

the code of ''Hyperspectral Image Classification via Fusing Correlation Coefficient and Joint Sparse Representation''

hyperspectral-image-denoising-via-sparse-representation-and-low-rank-constraint

Zhao Y Q, Yang J. Hyperspectral image denoising via sparse representation and low-rank constraint[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(1): 296-308.

hyperspectral-image-target-detection-based-on-sparse-representation

Hyperspectral image Target Detection based on Sparse Representation

hyperspectral_classification_rmg

Matlab code for our JARS18 paper "Spectral and spatial classification of hyperspectral image based on random multi-graphs"

hyperspectral_deeplearning_review

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

iamxt

This is an alpha version of the Max-tree toolbox.

icml2014-factortvl1l2

First posting of the code

ieee_tgrs_spectralformer

Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

ihmsc2018

Robust Graph Learning for Semi-Supervised Classification, and Robust Graph Learning from Noisy Data

image-

image-denoising-benchmark

Collection of image denosing tool in an unification Matlab code

image-segmentation-using-fast-fuzzy-c-means-clusering

A fast and robust fuzzy c-means clustering algorithms, namely FRFCM, is proposed. The FRFCM is able to segment grayscale and color images and provides excellent segmentation results.

image_classification_with_5_methods

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

imtsl

IMTSL - Incremental and Multi-feature Tensor Subspace Learning

introduction-to-gan

Tensorflow / Pytorch implementation for "Introduction to GAN" by Alex Smola

kcs-gsr

Group Sparse Representation for Kronecker Compressive Sensing, Image Process. Image Under. (IPIU) 2016

kernelsparserepresentationclassifier

kgsrsn

Kernel group sparse representation classifier with structural and non-convex constraints, 2018

kind_plus

Beyond Brightening Low-light Images

lacnn

Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification

land-use-land-cover-datasets

List of datasets and codes for remote sensing LULC applications.

lantern

Shadowsocks配置文件，蓝灯(Lantern)破解，手机版+win版