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서지반출
EXTRACTION OF LANE-RELATED INFORMATION AND A REAL-TIME IMAGE PROCESSING ONBOARD SYSTEM
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  • EXTRACTION OF LANE-RELATED INFORMATION AND A REAL-TIME IMAGE PROCESSING ONBOARD SYSTEM
  • EXTRACTION OF LANE-RELATED INFORMATION AND A REAL-TIME IMAGE PROCESSING ONBOARD SYSTEM
저자명
YI. U. K.,LEE. W.
간행물명
International journal of automotive technology
권/호정보
2005년|6권 2호|pp.171-181 (11 pages)
발행정보
한국자동차공학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

The purpose of this paper is two-fold: 1) A novel algorithm in order to extract lane-related information from road images is presented; 2) Design specifications of an image processing onboard unit capable of extracting lane­related information in real-time is also presented. Obtaining precise information from road images requires many features due to the effects of noise that eventually leads to long processing time. By exploiting a FPGA and DSP, we solve the problem of real-time processing. Due to the fact that image processing of road images relies largely on edge features, the FPGA is adopted in the hardware design. The schematic configuration of the FPGA is optimized in order to perform 3 $ imes$ 3 Sobel edge extraction. The DSP carries out high-level image processing of recognition, decision, estimation, etc. The proposed algorithm uses edge features to define an Edge Distribution Function (EDF), which is a histogram of edge magnitude with respect to the edge orientation angle. The EDF enables the edge-related information and lane-related to be connected. The performance of the proposed system is verified through the extraction of lane-related information. The experimental results show the robustness of the proposed algorithm and a processing speed of more than 25 frames per second, which is considered quite successful.