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Pantex texture extraction application

Cédric Traizet requested to merge pantex_texture_extraction into develop

Summary

New application for Pantex texture extraction. Closes #2022

Rationale

In otb there is ScalarImageToPanTexTextureFilter but there is no corresponding application (see #2022).

The filter is based on this paper : Pesaresi, Martino & Gerhardinger, A. & Kayitakire, Francois. (2008). A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 1. 180 - 192. 10.1109/JSTARS.2008.2002869.

This Merge Request adds an application for PantexTextureExtraction. It has the following parameters :

  • in : The input image to compute the features on
  • channel : The selected channel index
  • out : Output image containing the selected texture features
  • min : Input image minimum. If this parameter is not set, the application will compute the minumum of the image.
  • max : Input image maximum. If this parameter is not set, the application will compute the maximum of the image.
  • sradx : Radius of the window on which textures are computed (x direction)
  • srady : Radius of the window on which textures are computed (y direction)
  • nbin : Number of bins per axis for histogram generation number of gray levels considered in the computation of co-occurance)

A test has been added for this application.

Note that there are two other application for texture extraction in OTB, HaralickTextureExtraction and SFSTextureExtraction

Copyright

The copyright owner is CNES and has signed the ORFEO ToolBox Contributor License Agreement.

Check before merging:

  • All discussions are resolved
  • At least 2 👍 votes from core developers, no 👎 vote.
  • The feature branch is (reasonably) up-to-date with the base branch
  • Dashboard is green
  • Copyright owner has signed the ORFEO ToolBox Contributor License Agreement
  • Optionally, run git diff develop... -U0 --no-color | clang-format-diff.py -p1 -i on latest changes and commit
Edited by Cédric Traizet

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