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a-fast-and-compact-3-d-cnn-for-hsic

The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and Remote Sensing Letters

amath-581-scientific-computing

amath 581 final project: method of fokas and its implementation

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

capstone-project

Honours thesis: Algorithmic solution of high order partial differential equations in Julia via the Fokas method

carr2021a

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

changeformer

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

clrs

:notebook:Solutions to Introduction to Algorithms

cnn_hsi_p

Convolutional neural network for hyperspectral images classification via keras

compsciprogram

This repository contains exercises and projects on computational science and AI for the CompSci program. Lecture notes at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html

convdo

Convolutional Differential Operators with PyTorch

cs-video-courses

List of Computer Science courses with video lectures.

deeplearn_hsi

Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR

deeptrans-hsu

deepymod_torch

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

dl4es

dsnet

Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification, IEEE TGRS, 2024

e_cem-for-hyperspectral-target-detection

Ensemble-Based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection

fokas-method

gee-courses

A collection of Jupyter notebooks for GEE Courses

geeml

Extraxt Gee data using Python to local systems for ML

grass

GRASS GIS - free and open source Geographic Information System (GIS)

gst-d

Gudalur Spectral Target Detection dataset

hydrodl

hyperspectral

This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.

hyperspectral-image-classification-models

收录及复现的高光谱遥感图像分类模型

hyperspectral-images

Processing of HSIs: spectral unmixing and classification.

hyperspectral_deeplearning_review

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

hyperspectralanalysisintroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook