ToolboxDESC

A toolbox of histogram-based local descriptors (in total 27 descriptors)

This toolbox includes the implementations of the local descriptors described in the paper below:

Cigdem Turan and Kin-Man Lam, “Histogram-based Local Descriptors for Facial Expression Recognition (FER): A comprehensive Study,” Journal of Visual Communication and Image Representation, 2018. doi: 10.1016/j.jvcir.2018.05.024

LIST OF THE DESCRIPTORS
Binary Pattern of Phase Congruency (BPPC)
Gradient Directional Pattern (GDP)
Gradient Direction Pattern (GDP2)
Gradient Local Ternary Pattern (GLTeP)
Improved Weber Binary Coding (IWBC)
Local Arc Pattern (LAP)
Local Binary Pattern (LBP)
Local Directional Pattern (LDiP)
Local Directional Pattern Variance (LDiPv)
Local Directional Number Pattern (LDN)
Local Directional Texture Pattern (LDTP)
Local Frequency Descriptor (LFD)
Local Gabor Binary Pattern Histogram Sequence (LGBPHS)
Local Gabor Directional Pattern (LGDiP)
Local Gradient Increasing Pattern (LGIP)
Local Gradient Pattern (LGP)
Local Gabor Transitional Pattern (LGTrP)
Local Monotonic Pattern (LMP)
Local Phase Quantization (LPQ)
Local Ternary Pattern (LTeP)
Local Transitional Pattern (LTrP)
Monogenic Binary Coding (MBC)
Median Binary Pattern (MBP)
Median Robust Extended Local Binary Pattern (MRELBP)
Median Ternary Pattern (MTP)
Pyramid of Histogram of Oriented Gradients (PHOG)
Weber Local Descriptor (WLD)