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机构地区:[1]西南民族大学计算机科学与技术学院,四川成都610000 [2]沈阳化工大学计算机科学与技术学院,辽宁沈阳110142
出 处:《计算机技术与发展》2016年第9期114-118,共5页Computer Technology and Development
基 金:四川省科技支撑计划(2014GZ0150)
摘 要:前方路面车辆的检测和跟踪是智能交通系统中的重要问题。使用单定焦相机的系统,对处于复杂环境下的车辆视野有限,远处目标的特征细节很难捕获,较宽视野区域中的特征分辨率较低;而要获得较高分辨率,就只能够缩小监控区域的视野,因此检测效果较差。为解决单定焦相机视野与分辨率之间的冲突,文中引入主-从PTZ系统加以改进。其中,主系统采用固定的广角镜头以获得较宽的视野,同时采用高清晰度的PTZ相机作为从系统,提升较宽的视野中特定目标区域的分辨率。文中提出并实现了一个主-从PTZ视觉检测软件的模块化解决方案。该方案利用主系统进行广角搜索,利用从PTZ增强特征细节。测试结果表明,该系统能够实现较宽视野中特定目标的较快检测,提高目标图像细节分辨率,改进目标特征细节检测率,同时具有简单、快速、高效、易于二次开发等优点。The detecting and tracking of vehicles on the road is an important problem in intelligent transportation system. To the vehicle in complicated environment, only using single fixed-focus camera system,the details of remote environment around the vehicle are hard to capture for limited vision, and the effect of detection is poorer for same reason. For single fixed-focus camera system, the common meth- od that could improve the details and higher resolution of remote object is focusing on a smaller vision coverage area. In order to solve the conflict between vision coverage area and resolution, the master-slave Pan/Tilt/Zoom camera system (M-S PTZ) is introduced. The master camera with fixed wide-angle lens is used to achieve a wider field of vision,and the slave one used PTZ lens to enhance the detail of the image and improve the detection rate. A modular sideo detection system of master-slave PTZ is presented and implemented in this paper. The system of M-S PTZ as solution has many advantages such as faster detection for specific object under field environment,high- er resolution for specific target image,and more feature details of given target. At the same time,it is simple,rapid,efficient and easy to conduct secondary development.
关 键 词:视觉检测 主-从PTZ 系统框架 智能交通 设计模式
分 类 号:TP31[自动化与计算机技术—计算机软件与理论]
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