Traffic signs recognition using cuckoo search algorithm and curvelet transform with image processing methods

Other Title(s)

تمييز العلامات المرورية باستخدام خوارزمية بحث الوقواق و تحويلات الكيرفليت مع طرائق معالجة الصور

Joint Authors

Abd Allah, Ahmad Sadi
Abd, Majidah Ali
Ismail, Ahmad Nasir

Source

al-Qadisiyah Journal for Computer Science and Mathematics

Issue

Vol. 11, Issue 2 (31 Dec. 2019), pp.74-81, 8 p.

Publisher

University of al-Qadisiyah College of computer Science and Information Technology

Publication Date

2019-12-31

Country of Publication

Iraq

No. of Pages

8

Main Topic

Information Technology and Computer Science

Abstract EN

Compliance with traffic signs is one of the most important things to follow to avoid traffic accidents as well as compliance with traffic rules in terms of parking, speed control, and other traffic sings. Progress in different areas, such as self-propelled car manufacturing or the production of devices that help the visually impaired, require values to find a way to determine traffic signals with high precision in this research, The first step is to take a picture of the traffic sign and apply some digital image processing techniques to increase image contrast and eliminate noise in the image, the second step resize of origin image , the third step convert color to(YCbCr, HSB) or stay on RGB, the fourth step image is disassembled using curvelet transform and get coefficients , and the last step using cuckoo search algorithm to recognition sings traffics , the MATLAB (2011b) program was used to implement the proposed algorithm . After applying this method to a set of traffic the percentage of discrimination of traffic signs was yellow 93%, green 94%, blue 94.5%, red 96%.

American Psychological Association (APA)

Abd Allah, Ahmad Sadi& Abd, Majidah Ali& Ismail, Ahmad Nasir. 2019. Traffic signs recognition using cuckoo search algorithm and curvelet transform with image processing methods. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 11, no. 2, pp.74-81.
https://search.emarefa.net/detail/BIM-883452

Modern Language Association (MLA)

Abd Allah, Ahmad Sadi…[et al.]. Traffic signs recognition using cuckoo search algorithm and curvelet transform with image processing methods. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 11, no. 2 (2019), pp.74-81.
https://search.emarefa.net/detail/BIM-883452

American Medical Association (AMA)

Abd Allah, Ahmad Sadi& Abd, Majidah Ali& Ismail, Ahmad Nasir. Traffic signs recognition using cuckoo search algorithm and curvelet transform with image processing methods. al-Qadisiyah Journal for Computer Science and Mathematics. 2019. Vol. 11, no. 2, pp.74-81.
https://search.emarefa.net/detail/BIM-883452

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 79-80

Record ID

BIM-883452