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A Vision-Based Driver Nighttime Assistance and Surveillance System Based on Intelligent Image Sensing Techniques and a Heterogamous Dual-Core Embedded System Architecture

机译:基于智能图像传感技术和异质双核嵌入式系统架构的基于视觉的驾驶员夜间辅助监控系统

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摘要

This study proposes a vision-based intelligent nighttime driver assistance and surveillance system (VIDASS system) implemented by a set of embedded software components and modules, and integrates these modules to accomplish a component-based system framework on an embedded heterogamous dual-core platform. Therefore, this study develops and implements computer vision and sensing techniques of nighttime vehicle detection, collision warning determination, and traffic event recording. The proposed system processes the road-scene frames in front of the host car captured from CCD sensors mounted on the host vehicle. These vision-based sensing and processing technologies are integrated and implemented on an ARM-DSP heterogamous dual-core embedded platform. Peripheral devices, including image grabbing devices, communication modules, and other in-vehicle control devices, are also integrated to form an in-vehicle-embedded vision-based nighttime driver assistance and surveillance system.
机译:这项研究提出了一种基于视觉的智能夜间驾驶员辅助和监视系统(VIDASS系统),该系统由一组嵌入式软件组件和模块实现,并将这些模块集成在一起,以在嵌入式异种双核平台上完成基于组件的系统框架。因此,本研究开发并实现了夜间车辆检测,碰撞预警确定和交通事件记录的计算机视觉和传感技术。拟议的系统处理从安装在本车上的CCD传感器捕获的本车前方的场景场景框架。这些基于视觉的传感和处理技术已集成并实现在ARM-DSP异质双核嵌入式平台上。外围设备(包括图像捕获设备,通信模块和其他车载控制设备)也已集成在一起,形成了车载嵌入式基于视觉的夜间驾驶员辅助和监视系统。

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