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비전 카메라 기반의 무논환경 자율주행 로봇을 위한 중심영역 추출 정보를 이용한 주행기준선 추출 알고리즘 KCI 등재

Guidance Line Extraction Algorithm using Central Region Data of Crop for Vision Camera based Autonomous Robot in Paddy Field

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로봇학회논문지 (The Journal of Korea Robotics Society)
한국로봇학회 (Korea Robotics Society)
초록

In this paper, we propose a new algorithm of the guidance line extraction for autonomous agricultural robot based on vision camera in paddy field. It is the important process for guidance line extraction which finds the central point or area of rice row. We are trying to use the central region data of crop that the direction of rice leaves have convergence to central area of rice row in order to improve accuracy of the guidance line. The guidance line is extracted from the intersection points of extended virtual lines using the modified robust regression. The extended virtual lines are represented as the extended line from each segmented straight line created on the edges of the rice plants in the image using the Hough transform. We also have verified an accuracy of the proposed algorithm by experiments in the real wet paddy.

저자
  • 최근하(Mechanical Engineering, Korea Advanced Institute of Science and Technology) | Keun Ha Choi
  • 한상권(Mechanical Engineering, Korea Advanced Institute of Science and Technology) | Sang Kwon Han
  • 박광호(Department of Food Crops, Korea National College of Agriculture and) | Kwang-Ho Park
  • 김경수(Mechanical Engineering, Korea Advanced Institute of Science and Technology) | Kyung-Soo Kim
  • 김수현(Mechanical Engineering, Korea Advanced Institute of Science and Technology) | Soohyun Kim Corresponding author