An Iris preprocessing and segmentation procedures for Iris Recognition

被引：0

作者：

Walha, Faiza ^{[1
]}

Khmila, Honda ^{[2
]}

Khanfir Kallel, Imen ^{[3
]}

机构：

[1] Univ Sfax, ISIMS, Cybern Team, OLID Lab, Sfax, Tunisia

[2] Univ Sfax, ENIG, ENIS, Cybern Team,CEM Lab,ISBS,Univ Gabes, Sfax, Tunisia

[3] Univ Sfax, IMT Atlantique, ENIS, Cybern Team,CEM Lab,ISBS,Tech Brest, Sfax, Tunisia

来源：

2022 8TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT'22) | 2022年

关键词：

Iris Recognition; image preprocessing; segmentation;

D O I：

10.1109/CODIT55151.2022.9803947

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this study, a new method of Image preprocessing and segmentation based on the RGB space is presented. The method consists of preprocessing the images by cleaning and removing unnecessary areas then applying a double search for the darkest areas to find the iris and the pupil. For experimental results, the study is implemented on Iris@PBMLT dataset which is a new private IRIS dataset. The results are compared with those that are obtained by the classical integro-differential operator method. The obtained results showed that the proposed method has acceptable accuracy.

引用

页码：303 / 308

页数：6

共 13 条

[1] FRED-Net: Fully residual encoder-decoder network for accurate iris segmentation [J].

Arsalan, Muhammad ;

Kim, Dong Seop ;

Lee, Min Beom ;

Owais, Muhammad ;

Park, Kang Ryoung .

EXPERT SYSTEMS WITH APPLICATIONS, 2019, 122 :217-241

[2]

Azam M S., 2020, Int. J. Comput. Appl., V175, P24, DOI 10.5120/ijca2020920602

[3] HIGH CONFIDENCE VISUAL RECOGNITION OF PERSONS BY A TEST OF STATISTICAL INDEPENDENCE [J].

DAUGMAN, JG .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (11) :1148-1161

[4] Enhancing iris recognition system performance using templates fusion [J].

Desoky, Aly I. ;

Ali, Hesham A. ;

Abdel-Hamid, Nahla B. .

AIN SHAMS ENGINEERING JOURNAL, 2012, 3 (02) :133-140

[5] WIRE: Watershed based iris recognition [J].

Frucci, Maria ;

Nappi, Michele ;

Riccio, Daniel ;

di Baja, Gabriella Sanniti .

PATTERN RECOGNITION, 2016, 52 :148-159

[6]

Jalilian E., 2020, INT C BIOMETRICS SPE

[7]

Lubos O., 2021, IMAGE VISION COMPUT, V108

[8]

Petrov I., 2020, J PHYS C SER, V1615

[9]

Ritter N., 1999, Proceedings 10th International Conference on Image Analysis and Processing, P740, DOI 10.1109/ICIAP.1999.797683

[10]

Sun YQ, 2018, 2018 3RD IEEE INTERNATIONAL CONFERENCE ON INTEGRATED CIRCUITS AND MICROSYSTEMS (ICICM), P401, DOI 10.1109/ICAM.2018.8596533

← 1 2 →