A Real-Time Chinese Traffic Sign Detection Algorithm Based on Modified YOLOv2

• Published in: Algorithms Vol. 10; no. 4; p. 127
• Main Authors: Zhang, Jianming, Huang, Manting, Jin, Xiaokang, Li, Xudong
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.12.2017
• Subjects: Artificial neural networks; Chinese traffic sign; CNNs; Computer vision; CTSD; Feature maps; GTSDB; Image detection; object detection; Real time; Signs; Street signs; Traffic accidents & safety; Traffic control; Traffic signs; YOLOv2

Traffic sign detection is an important task in traffic sign recognition systems. Chinese traffic signs have their unique features compared with traffic signs of other countries. Convolutional neural networks (CNNs) have achieved a breakthrough in computer vision tasks and made great success in traff...