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

页数：8

共 50 条

[1] Discriminative Color Descriptors
Khan, Rahat
Van de Weijer, Joost
Khan, Fahad Shahbaz
Muselet, Damien
Ducottet, Christophe
Barat, Cecile
2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2013, : 2866 - 2873
[2] DISCRIMINATIVE REGIONAL COLOR CO-OCCURRENCE DESCRIPTOR
Zou, Qin
Qi, Xianbiao
Li, Qingquan
Wang, Song
2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 696 - 700
[3] Novel and robust color texture descriptors for color face recognition
Chandan Singh
Shahbaz Majeed
Multimedia Tools and Applications, 2022, 81 : 21313 - 21347
[4] Novel and robust color texture descriptors for color face recognition
Singh, Chandan
Majeed, Shahbaz
MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (15) : 21313 - 21347
[5] Dual-band color fusion image quality assessment based on color descriptors
Gao, Shaoshu
Song, Shangge
Zhang, Xiaodong
Ni, Xiao
Yi, Sheng
JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (02)
[6] COLOR CHILD: a novel color image local descriptor for texture classification and segmentation
Anamandra, Sai Hareesh
Chandrasekaran, V.
PATTERN ANALYSIS AND APPLICATIONS, 2016, 19 (03) : 821 - 837
[7] COLOR CHILD: a novel color image local descriptor for texture classification and segmentation
Sai Hareesh Anamandra
V. Chandrasekaran
Pattern Analysis and Applications, 2016, 19 : 821 - 837
[8] A Revisit Histogram of Oriented Descriptor for Facial Color Image Classification Based on Fusion of Color Information
Nguyen-Quoc, Huy
Hoang, Vinh Truong
JOURNAL OF SENSORS, 2021, 2021 (2021)
[9] Robust Fusion of Color and Local Descriptors for Image Retrieval and Classification
Alzu'bi, Ahmad
Amira, Abbes
Ramzan, Naeem
Jaber, Tareq
2015 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2015), 2015, : 253 - 256
[10] Color Image Retrieval Based on the Hypergraph and the Fusion of two Descriptors
Yu, Suliang
Niu, Dongmei
Zhao, Xiuyang
Liu, Mingjun
2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI), 2017,

← 1 2 3 4 5 →