CODEWITHSUNDEEP
matlabcomputer-visionmatlab-cvstpattern-recognition
shenun
shenun

Reputation: 85

Local Binary Patterns for 3D images. - MATLAB

Matlab's extractLBPFeatures (from R2015b) works only on 2D images but I need to extract Local Binary Pattern features from a CT image (3D).

There are other implementation available for 2D version for LBP extractions... Is it possible to modify 2D to 3D without losing sanity? ex of 2D algo: http://www.cse.oulu.fi/CMV/Downloads/LBPMatlab

If someone come across a program/algo that can work on 3D images, please share.

Upvotes: 2

Views: 956

Answers (1)

FiReTiTi
FiReTiTi

Reputation: 5898

It does not exist a definition of LBP in 3D, only in 2D, for the simple reason that it's not clear which path follow to go around the voxel and and create the code.

However, you can compute the LBP code for each plan XY, XZ and YZ. So each voxel will generate three codes instead of one.

Upvotes: 2

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