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Title
저해상도 2D 라이다의 사람 특성 함수를 이용한 새로운 사람 감지 기법
Alternative Title
A Novel Human Detection Scheme using a Human Characteristics Function in a Low Resolution 2D LIDAR
DGIST Authors
이종훈손상혁현유진
Issued Date
2016-10
Citation
권성경. (2016-10). 저해상도 2D 라이다의 사람 특성 함수를 이용한 새로운 사람 감지 기법. doi: 10.14372/IEMEK.2016.11.5.267
Type
Article
Subject
LIDARHuman detectionClusteringClassificationSmart sensor system
ISSN
1975-5066
Abstract
Human detection technologies are widely used in smart homes and autonomous vehicles. However, in order to detect human, autonomous vehicle researchers have used a high-resolution LIDAR and smart home researchers have applied a camera with a narrow detection range. In this paper, we propose a novel method using a low-cost and low-resolution LIDAR that can detect human fast and precisely without complex learning algorithm and additional devices. In other words, human can be distinguished from objects by using a new human characteristics function which is empirically extracted from the characteristics of a human. In addition, we verified the effectiveness of the proposed algorithm through a number of experiments.
URI
http://hdl.handle.net/20.500.11750/4886
DOI
10.14372/IEMEK.2016.11.5.267
Publisher
대한임베디드공학회
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이종훈
Lee, Jonghun이종훈

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