电光与控制, 2010, 17 (9): 90, 网络出版: 2010-09-25
基于背景差分的多车道车流量检测系统
Traffic Flow Measuring System Based on Background Difference
图像处理 背景差分 阈值分割 虚拟检测线 车流量检测 image processing background difference threshold segmentation virtual test line traffic flow measurement
摘要
研究了背景差分算法,并设计了一种对多车道路段的车流量检测系统。首先通过背景差分的方法,实现了运动前景和背景的分割;进一步使用虚拟检测线实现了多车道车流量的检测。系统平台用Visual C++结合OpenCV进行编程实现。对实际道路环境下的大量的图像序列进行了测试,取得了较好的效果。
Abstract
The background difference algorithm was studied, and a traffic flow measuring system for multilane road was designed. First, the background difference method was used to achieve the segmentation of moving foreground from background. Then, a virtual test line was used to measure the traffic flow. Visual C++ and OpenCV were used together for the programming. The system was used for testing a large number of road image sequences of the actual environment, and the result showed the effectiveness of it.
郭怡文, 袁飞虎. 基于背景差分的多车道车流量检测系统[J]. 电光与控制, 2010, 17(9): 90. GUO Yiwen, YUAN Feihu. Traffic Flow Measuring System Based on Background Difference[J]. Electronics Optics & Control, 2010, 17(9): 90.