3D rotation invariant local binary patterns

Janis Fehr, H. J. Burkhardt · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008

We present a novel method for the fast computation of rotation invariant ¿local binary patterns¿ (LBP) on 3D volume data. Unlike a previous publication on 3D LBP, this new approach is not limited to ¿uniform patterns¿, providing a real 3D extension of the standard and rotation invariant LBP. We evaluate our methods in the context of 3D texture analysis of biological data.

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