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https://github.com/juliaearth/imagequilting.jl

Fast image quilting simulation solver for the GeoStats.jl framework
https://github.com/juliaearth/imagequilting.jl

computer-vision geostatistics graph-theory image-processing multiple-point-statistics texture-synthesis

Last synced: 4 months ago
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Fast image quilting simulation solver for the GeoStats.jl framework

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README

          

ImageQuilting.jl
================

*A Julia package for fast 3D image quilting simulation.*

[![][build-img]][build-url] [![][codecov-img]][codecov-url] [![][docs-stable-img]][docs-stable-url] [![][docs-latest-img]][docs-latest-url]

![3D Quilting Animation](docs/src/images/quilting.gif)

## Latest News
- ImageQuilting.jl won the [Syvitski Modeler Award 2018](https://csdms.colorado.edu/wiki/Student_Modeler_Award_2018).
- ImageQuilting.jl can now be used as one of the many processes in the
[GeoStats.jl](https://github.com/JuliaEarth/GeoStats.jl) framework.

Installation
------------

Get the latest stable release with Julia's package manager:

```julia
] add ImageQuilting
```

Documentation
-------------

- [**STABLE**][docs-stable-url] — **most recently tagged version of the documentation.**
- [**LATEST**][docs-latest-url] — *in-development version of the documentation.*

Citation
--------

If you find ImageQuilting.jl useful in your work, please consider citing our paper:

```latex
@ARTICLE{Hoffimann2017,
title={Stochastic Simulation by Image Quilting of Process-based Geological Models},
author={Hoffimann, J{\'u}lio and Scheidt, C{\'e}line and Barfod, Adrian and Caers, Jef},
journal={Computers \& Geosciences},
publisher={Elsevier BV},
volume={106},
pages={18-32},
ISSN={0098-3004},
DOI={10.1016/j.cageo.2017.05.012},
url={http://dx.doi.org/10.1016/j.cageo.2017.05.012},
year={2017},
month={May}
}
```

Publications
------------

- Barfod et al. 2017. *Hydrostratigraphic modelling using multiple-point statistics and airborne transient electromagnetic methods* [DOWNLOAD](https://www.researchgate.net/publication/319235285_Hydrostratigraphic_modelling_using_multiple-point_statistics_and_airborne_transient_electromagnetic_methods)

- Hoffimann et al. 2017. *Stochastic Simulation by Image Quilting of Process-based Geological Models*
[DOWNLOAD](https://www.researchgate.net/publication/317151543_Stochastic_Simulation_by_Image_Quilting_of_Process-based_Geological_Models)

- Hoffimann et al. 2015. *Geostatistical Modeling of Evolving Landscapes by Means of Image Quilting*
[DOWNLOAD](https://www.researchgate.net/publication/295902985_Geostatistical_Modeling_of_Evolving_Landscapes_by_Means_of_Image_Quilting)

Talks
-----

#### CSDMS 2018
[![CSDMS2018](https://img.youtube.com/vi/Y5KhQCapuPw/0.jpg)](https://www.youtube.com/watch?v=Y5KhQCapuPw)

#### JuliaCon 2017
[![JuliaCon2017](https://img.youtube.com/vi/YJs7jl_Y9yM/0.jpg)](https://www.youtube.com/watch?v=YJs7jl_Y9yM)

Contributing
------------

Contributions are very welcome, as are feature requests and suggestions.

Please [open an issue](https://github.com/JuliaEarth/ImageQuilting.jl/issues) if you encounter any problems.

[build-img]: https://img.shields.io/github/actions/workflow/status/JuliaEarth/ImageQuilting.jl/CI.yml?branch=master&style=flat-square
[build-url]: https://github.com/JuliaEarth/ImageQuilting.jl/actions

[codecov-img]: https://img.shields.io/codecov/c/github/JuliaEarth/ImageQuilting.jl
[codecov-url]: https://codecov.io/gh/JuliaEarth/ImageQuilting.jl

[docs-stable-img]: https://img.shields.io/badge/docs-stable-blue.svg
[docs-stable-url]: https://JuliaEarth.github.io/ImageQuilting.jl/stable

[docs-latest-img]: https://img.shields.io/badge/docs-latest-blue.svg
[docs-latest-url]: https://JuliaEarth.github.io/ImageQuilting.jl/dev