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Traffic Scene Perception using Multiple Sensors for Vehicular Safety Purposes

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개인저자Hosseinyalamdary, Siavash.
단체저자명The Ohio State University. Civil Engineering.
서명/저자사항Traffic Scene Perception using Multiple Sensors for Vehicular Safety Purposes.
발행사항[S.l.] : The Ohio State University., 2016
발행사항Ann Arbor : ProQuest Dissertations & Theses, 2016
형태사항167 p.
소장본 주기School code: 0168.
ISBN9780438309791
일반주기 Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.
Adviser: Alper Yilmaz.
요약Autonomous driving is an emerging technology, preventing accidents on the road in future. It, however, faces many challenges because of various environmental conditions and limitations of sensors. In this dissertation, we study multiple sensor i
요약The laser scanner point cloud is a rich source of information, suffers from low resolution, especially for farther objects. We generalize 2D super-resolution approaches applied in image processing to the 3D point clouds. Two variants are develop
요약The static and moving objects must be detected on the road, the moving objects must be tracked, and trajectory of the platform must be designed to avoid accidents. The densified point clouds are integrated with other sources of information, incl
요약In addition, conic section geometry is utilized to estimate the position of the traffic lights with respect to camera mounted on the platform. The proposed traffic light detection approach is evaluated using Karlsruhe Institute of Technology (KI
요약In conclusion, we integrate multiple sensors to overcome their shortages, such as low resolution of point clouds, and propose obstacle avoidance and traffic light detection approaches based on the integrated sensors. Our results outperform the e
일반주제명Civil engineering.
언어영어
기본자료 저록Dissertation Abstracts International80-01B(E).
Dissertation Abstract International
대출바로가기http://www.riss.kr/pdu/ddodLink.do?id=T15001342

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