Steering angle determination using CART and voting

Kang Wook Her, Jong Eun Ha, Wang Heon Lee

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

In autonomous navigation using camera, it is important to robustly find drivable region. After finding drivable region, we compute the steering angle for the vehicle. In this paper, we propose a robust algorithm for finding the drivable region. First, we find drivable region using classification and regression tree (CART). Finally, we find the epipole of the road using voting. We show the feasibility and robustness of proposed algorithm in experiment using real images.

Original languageEnglish
Title of host publicationICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems
Pages1139-1141
Number of pages3
StatePublished - 2011
Event2011 11th International Conference on Control, Automation and Systems, ICCAS 2011 - Gyeonggi-do, Korea, Republic of
Duration: 26 Oct 201129 Oct 2011

Publication series

NameInternational Conference on Control, Automation and Systems
ISSN (Print)1598-7833

Conference

Conference2011 11th International Conference on Control, Automation and Systems, ICCAS 2011
Country/TerritoryKorea, Republic of
CityGyeonggi-do
Period26/10/1129/10/11

Keywords

  • Autonomous Navigation
  • CART
  • Road Detection
  • Steering Angle

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