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논문 기본 정보

자료유형
학술저널
저자정보
Jeong-Rok Yun (Korea Photonics Technology Insititute) Dong-Kil Lee (Korea Photonics Technology Insititute) Sung-Kuk Chun (Korea Photonics Technology Insititute) Sung-Hoon Hong (Chonnam National University)
저널정보
한국컴퓨터정보학회 한국컴퓨터정보학회논문지 한국컴퓨터정보학회 논문지 제24권 제1호(통권 제178호)
발행연도
2019.1
수록면
73 - 83 (11page)

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초록· 키워드

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In this paper, we propose the augmented reality(AR) based driving navigation based on robust lane detection method to dynamic environment changes. The proposed technique uses the detected lane position as a marker which is a key element for enhancing driving information. We propose Symmetrical Local Threshold(SLT) algorithm which is able to robustly detect lane to dynamic illumination environment change such as shadows. In addition, by using Morphology operation and Connected Component Analysis(CCA) algorithm, it is possible to minimize noises in the image, and Region Of Interest(ROI) is defined through region division using a straight line passing through several vanishing points We also propose the augmented reality aided visualization method for Interchange(IC) and driving navigation using reference point detection based on the detected lane coordinates inside and outside the ROI. Validation experiments were carried out to assess the accuracy and robustness of the proposed system in vairous environment changes. The average accuracy of the proposed system in daytime, nighttime, rainy day, and cloudy day is 79.3% on 4600 images. The results of the proposed system for AR based IC and driving navigation were also presented. We are hopeful that the proposed research will open a new discussion on AR based driving navigation platforms, and thus, that such efforts will enrich the autonomous vehicle services in the near future.

목차

Abstract
I. Introduction
II. Binarization
III. Preprocessing
IV. Lane Detection inside ROI Area using Vanishing Point
V. Experimental Results
VI. Reference Point Detection for Augmented Reality
VII. Driving Navigation Visualization
VIII. Conclusion
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