Application of Image Recognition Based on Grey Relational Analysis

被引：2

作者：

Li, Hua ^{[1
]}

机构：

[1] Shangluo Univ, Elect Informat & Elect Engn Coll, Shangluo 726000, Shaanxi, Peoples R China

来源：

AUTOMATIC CONTROL AND COMPUTER SCIENCES | 2020年 / 54卷 / 04期

关键词：

grey relational analysis; face image; recognition; features;

D O I：

10.3103/S0146411620040070

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

With the rapid development of society, the requirements and standards of image recognition are getting higher and higher. Therefore, applying some new technologies to image recognition has become an extremely important research topic. In this study, based on the grey relational analysis method, the face image was taken as the main research subject, an image recognition model based on the grey relational analysis method was established, and the related experimental results were obtained. Compared with the traditional face image recognition system, the image recognition method based on the grey relational analysis method had higher recognition speed and good recognition performance. This study provides a new path for the research of image recognition.

引用

页码：371 / 377

页数：7

共 22 条

[1] Investigation of drilling parameters on hybrid polymer composites using grey relational analysis, regression, fuzzy logic, and ANN models [J].

Anand, G. ;

Alagumurthi, N. ;

Elansezhian, R. ;

Palanikumar, K. ;

Venkateshwaran, N. .

JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2018, 40 (04)

[2]

Bagherian A. R., 2014, INT J ADV MANUF TECH, V71

[3] Investigation on flow forming process using Taguchi-based grey relational analysis (GRA) through experiments and finite element analysis (FEA) [J].

Bhatt, Ravi J. ;

Raval, Harit K. .

JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2018, 40 (11)

[4] Survey: How good are the current advances in image set based face identification? - Experiments on three popular benchmarks with a naive approach [J].

Chen, Liang ;

Hassanpour, Negar .

COMPUTER VISION AND IMAGE UNDERSTANDING, 2017, 160 :1-23

[5] Multi-Objective Optimization of Single Point Incremental Sheet Forming of AA5052 using Taguchi based Grey Relational Analysis Coupled with Principal Component Analysis [J].

Chinnaiyan, Pandivelan ;

Jeevanantham, A. K. .

INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2014, 15 (11) :2309-2316

[6] Combining Deep and Handcrafted Image Features for Presentation Attack Detection in Face Recognition Systems Using Visible-Light Camera Sensors [J].

Dat Tien Nguyen ;

Tuyen Danh Pham ;

Baek, Na Rae ;

Park, Kang Ryoung .

SENSORS, 2018, 18 (03)

[7] Multi-task Pose-Invariant Face Recognition [J].

Ding, Changxing ;

Xu, Chang ;

Tao, Dacheng .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (03) :980-993

[8]

Ding Z., 2015, AEROSP ELECTRON C

[9]

Hai N, 2017, INT CONF MEAS, P177, DOI [10.1109/ICMTMA.2017.0051, 10.1109/ICMTMA.2017.50]

[10] Investigation of drilling parameters on hybrid polymer composites using grey relational analysis, regression, fuzzy logic, and ANN models: a critical note [J].

Javed, Saad Ahmed ;

Mahmoudi, Amin ;

Khan, Aqib Mashood .

JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2018, 40 (12)

← 1 2 3 →