Detection of Traffic Signs Using Feature Based on of Speed up Robust Method
| المصدر: | مجلة كلية التربية الأساسية |
|---|---|
| الناشر: | الجامعة المستنصرية - كلية التربية الأساسية |
| المؤلف الرئيسي: | Shahbaz, Shahad J. (Author) |
| مؤلفين آخرين: | Al Zuky, Ali Abid Dawood (Co-Author) , Al-Obaidi, Fatin E. M. (Co-Author) |
| المجلد/العدد: | ع119 |
| محكمة: | نعم |
| الدولة: |
العراق |
| التاريخ الميلادي: |
2023
|
| الشهر: | حزيران |
| الصفحات: | 1 - 9 |
| ISSN: |
8536-2706 |
| رقم MD: | 1414244 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EduSearch |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Speed up Robust Features (SURF) | Threshold Values | True Positive | False Positive | Precision
|
| رابط المحتوى: |
الناشر لهذه المادة لم يسمح بإتاحتها. |
| المستخلص: |
Variations in perspective, illumination, occlusion, motion blur, and weatherworn degeneration of signs could all be crucial in identifying road signs. The goal of this project is to evaluate the image processing technique's performance in detecting and recognizing road signs, as well as determine the optimum threshold value range for doing so. The Speed Up Robust Features (SURF) detector was tested in the current project to detect and recognize road signs through Bagdad’s streets under various speeds and threshold values. The importance of the threshold’s value was highlighted here to occupy an accurate detection and hence recognize road sign at final. The optimum threshold value for best detection resulted usually in the range (20-25) for all speed signs. The latter recorded its highest precision value at five threshold value while the highest precision value (i.e. 0.5) resulted for speed sign 40 followed by 60 and 80-speed signs. |
|---|---|
| ISSN: |
8536-2706 |
عناصر مشابهة
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Traffic Sign Classification Using Deep Learning Based Convolutional Neural Networks
بواسطة: Abougarair, Ahmed Jaber منشور: (2022) -
TRAFFIC SIGN DETECTION AND RECOGNITION IN COLOR IMAGES
بواسطة: Shadeed, Waseem G. T. منشور: (2004) -
Video Compression Enhancement Based on Speeded up Robust Features "SURF" Algorithm and Scene Segmentation
بواسطة: الشويكى، جمانة مفيد منشور: (2019) -
Traffic Signs Classification under Challenging Conditions Using Deep Neural Network
بواسطة: أبو شقرة، غادة عبدالرحيم خليل منشور: (2020) -
Traffic knowledge of drivers in Jordan
بواسطة: شاهين، مصعب عبدالمهيمن منشور: (2006)
