標題: | A Vision-Based Driver Nighttime Assistance and Surveillance System Based on Intelligent Image Sensing Techniques and a Heterogamous Dual-Core Embedded System Architecture |
作者: | Chen, Yen-Lin Chiang, Hsin-Han Chiang, Chuan-Yen Liu, Chuan-Ming Yuan, Shyan-Ming Wang, Jenq-Haur 資訊工程學系 Department of Computer Science |
關鍵字: | CCD sensors;computer vision techniques;driver assistance systems;embedded systems;heterogeneous multi-core systems;nighttime driving |
公開日期: | 1-三月-2012 |
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. |
URI: | http://dx.doi.org/10.3390/s120302373 http://hdl.handle.net/11536/15820 |
ISSN: | 1424-8220 |
DOI: | 10.3390/s120302373 |
期刊: | SENSORS |
Volume: | 12 |
Issue: | 3 |
起始頁: | 2373 |
結束頁: | 2399 |
顯示於類別: | 期刊論文 |