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HDRI / Radiance image processing algorithms for Python

Colour - HDRI

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A Python <https://www.python.org/>__ package implementing various HDRI / Radiance image processing algorithms.

It is open source and freely available under the New BSD License <https://opensource.org/licenses/BSD-3-Clause>__ terms.

.. image:: https://raw.githubusercontent.com/colour-science/colour-hdri/master/docs/_static/Radiance_001.png

.. contents:: Table of Contents :backlinks: none :depth: 2

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Features

The following features are available:

  • HDRI / Radiance Image Generation
  • Debevec (1997) Camera Response Function Computation
  • Grossberg (2003) Histogram Based Image Sampling
  • Variance Minimization Light Probe Sampling
  • Global Tonemapping Operators
  • Adobe DNG SDK Colour Processing
  • Absolute Luminance Calibration
  • Digital Still Camera (DSC) Exposure Model
  • Raw Processing Helpers
  • Vignette Characterisation & Correction

Examples ^^^^^^^^

Various usage examples are available from the examples directory <https://github.com/colour-science/colour-hdri/tree/master/colour_hdri/examples>__.

User Guide

Installation ^^^^^^^^^^^^

Because of their size, the resources dependencies needed to run the various examples and unit tests are not provided within the Pypi package. They are separately available as Git Submodules <https://git-scm.com/book/en/v2/Git-Tools-Submodules>__ when cloning the repository <https://github.com/colour-science/colour-hdri>__.

Primary Dependencies


**Colour - HDRI** requires various dependencies in order to run:

- `python >= 3.8, < 4 <https://www.python.org/download/releases/>`__
- `colour-science >= 4 <https://pypi.org/project/colour-science/>`__
- `imageio >= 2, < 3 <https://imageio.github.io/>`__
- `numpy >= 1.19, < 2 <https://pypi.org/project/numpy/>`__
- `scipy >= 1.5, < 2 <https://pypi.org/project/scipy/>`__

Optional Features Dependencies
  • colour-demosaicing <https://pypi.org/project/colour-demosaicing/>__
  • Adobe DNG Converter <https://www.adobe.com/support/downloads/product.jsp?product=106&platform=Mac>__
  • dcraw <https://www.cybercom.net/~dcoffin/dcraw/>__
  • ExifTool <http://www.sno.phy.queensu.ca/~phil/exiftool/>__
  • rawpy <https://pypi.org/project/rawpy/>__

Pypi


Once the dependencies are satisfied, **Colour - HDRI** can be installed from
the `Python Package Index <http://pypi.python.org/pypi/colour-hdri>`__ by
issuing this command in a shell::

    pip install --user colour-hdri

The optional features dependencies are installed as follows::

    pip install --user 'colour-hdri[optional]'

The figures plotting dependencies are installed as follows::

    pip install --user 'colour-hdri[plotting]'

The overall development dependencies are installed as follows::

    pip install --user 'colour-hdri[development]'

Contributing
^^^^^^^^^^^^

If you would like to contribute to `Colour - HDRI <https://github.com/colour-science/colour-hdri>`__,
please refer to the following `Contributing <https://www.colour-science.org/contributing/>`__
guide for `Colour <https://github.com/colour-science/colour>`__.

Bibliography
^^^^^^^^^^^^

The bibliography is available in the repository in
`BibTeX <https://github.com/colour-science/colour-hdri/blob/develop/BIBLIOGRAPHY.bib>`__
format.

API Reference
-------------

The main technical reference for `Colour - HDRI <https://github.com/colour-science/colour-hdri>`__
is the `API Reference <https://colour-hdri.readthedocs.io/en/latest/reference.html>`__.

See Also
--------

Publications
^^^^^^^^^^^^

- `Advanced High Dynamic Range Imaging: Theory and Practice <https://dl.acm.org/doi/book/10.5555/1996408>`__ by Banterle, F. et al.

*Advanced High Dynamic Range Imaging: Theory and Practice* was used as a
reference for some of the algorithms of **Colour - HDRI**.

Software
^^^^^^^^

**C/C++**

- `OpenCV <https://opencv.org/>`__ by Bradski, G.
- `Piccante <https://github.com/cnr-isti-vclab/piccante>`__ by Banterle, F. and Benedetti, L.,

*Piccante* was used to verify the Grossberg (2003) Histogram Based Image Sampling.

**Matlab**

- `HDR Toolbox <https://github.com/banterle/HDR_Toolbox>`__ by Banterle, F. et al.

Code of Conduct
---------------

The *Code of Conduct*, adapted from the `Contributor Covenant 1.4 <https://www.contributor-covenant.org/version/1/4/code-of-conduct.html>`__,
is available on the `Code of Conduct <https://www.colour-science.org/code-of-conduct/>`__ page.

Contact & Social
----------------

The *Colour Developers* can be reached via different means:

- `Email <mailto:[email protected]>`__
- `Discourse <https://colour-science.discourse.group/>`__
- `Facebook <https://www.facebook.com/python.colour.science>`__
- `Github Discussions <https://github.com/colour-science/colour-hdri/discussions>`__
- `Gitter <https://gitter.im/colour-science/colour>`__
- `Twitter <https://twitter.com/colour_science>`__

About
-----

| **Colour - HDRI** by Colour Developers
| Copyright 2015 Colour Developers – `[email protected] <[email protected]>`__
| This software is released under terms of New BSD License: https://opensource.org/licenses/BSD-3-Clause
| `https://github.com/colour-science/colour-hdri <https://github.com/colour-science/colour-hdri>`__