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 (30 Jun. 2019), pp.74-81, 8 p.
Publisher
University of al-Qadisiyah College of computer Science and Information Technology
Publication Date
2019-06-30
Country of Publication
Iraq
No. of Pages
8
Main Subjects
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