TRACKING TRAFFIC SIGNS IN VIDEO SEQUENCES BASED ON A VEHICLE VELOCITY

被引：4
|
作者：
Yakimov, P. Y. [1 ,2 ]
机构：
[1] Russian Acad Sci, Image Proc Syst Inst, Samara, Russia
[2] Samara State Aerosp Univ, Samara, Russia
来源：
COMPUTER OPTICS | 2015年 / 39卷 / 05期
关键词：
traffic sign detection; traffic sign tracking; image processing; computer vision system; GPU;
D O I：
10.18287/0134-2452-2015-39-5-795-800
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
The paper proposes an efficient algorithm for road sign detection in a video obtained from a car dash camera. The algorithms for road sign detection and recognition are implemented using CUDA and operate in real time. A vehicle velocity is used to predict the road sign position in adjacent frames in a video sequence. The paper shows that the road sign tracking of this type improves the system reliability. The experimental results have confirmed high efficiency of the developed road sign detection system.
引用
收藏
页码：795 / 800
页数：6
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