Discriminative color descriptor by the fusion of three novel color descriptors

被引：5
|
作者：
Karanwal, Shekhar [1 ]
机构：
[1] Graph Era Deemed Univ, Dept CSE, Dehra Dun, Uttarakhand, India
来源：
OPTIK | 2021年 / 244卷 / 244期
关键词：
Color Local Binary Pattern (CLBP); Color Horizontal Elliptical LBP (CHELBP); Color Local Phase Quantization (CLPQ); Discriminative Color Descriptor (DCD); SPARSE REPRESENTATION; FACE;
D O I：
10.1016/j.ijleo.2021.167556
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
This work introduces three color descriptors i.e. Color LBP (CLBP), Color HELBP (CHELBP) and Color LPQ (CLPQ). Precisely LBP, HELBP and LPQ are applied separately on RGB color compo-nents. Then all component features are joined for forming size of respective color descriptor. Further CLBP, CHELBP & CLPQ are joined to build robust face representation Discriminative Color Descriptor (DCD). Color descriptors shows their potency than gray ones and DCD conquer gray & color descriptors. DCD also outperforms several literature techniques.
引用
收藏
页数：8
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