A new face descriptor called compass LBP (CoLBP) is proposed.
The proposed descriptor effectively combines the properties of Kirsch masks and LBP.
Gender classification of sketch images is carried out on two sketch datasets.
The CoLBP provides promising classification performance on two different modalities.
The computational complexity of CoLBP is much lower than LGBPHS and MBP.