Path tracking by a mobile robot equipped with only a downward facing camera

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

This paper presents a practical path-tracking method for a mobile robot with only a downward camera facing the passage plane. A unique algorithm for tracking and searching ground images with natural texture is used to localize the robot without a feature-point extraction scheme commonly used in other visual odometry methods. In our tracking algorithm, groups of reference pixels are used to detect the relative translation and rotation between frames. Furthermore, a reference pixel group of another shape is registered both to record a path and to correct errors accumulated during localization. All image processing and robot control operations are carried out with low memory consumption for image registration and fast calculation times for completing the searches on a laptop PC. We also describe experimental results in which a vehicle developed by the proposed method repeatedly performed precise path tracking under indoor and outdoor environments.

Original languageEnglish
Title of host publicationIEEE International Conference on Intelligent Robots and Systems
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages6053-6058
Number of pages6
Volume2015-December
ISBN (Print)9781479999941
DOIs
Publication statusPublished - Dec 11 2015
EventIEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2015 - Hamburg, Germany
Duration: Sep 28 2015Oct 2 2015

Other

OtherIEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2015
CountryGermany
CityHamburg
Period9/28/1510/2/15

Fingerprint

Mobile robots
Pixels
Cameras
Robots
Image registration
Image processing
Textures
Data storage equipment

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Computer Vision and Pattern Recognition
  • Computer Science Applications

Cite this

Nagai, I., & Watanabe, K. (2015). Path tracking by a mobile robot equipped with only a downward facing camera. In IEEE International Conference on Intelligent Robots and Systems (Vol. 2015-December, pp. 6053-6058). [7354239] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IROS.2015.7354239

Path tracking by a mobile robot equipped with only a downward facing camera. / Nagai, Isaku; Watanabe, Keigo.

IEEE International Conference on Intelligent Robots and Systems. Vol. 2015-December Institute of Electrical and Electronics Engineers Inc., 2015. p. 6053-6058 7354239.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nagai, I & Watanabe, K 2015, Path tracking by a mobile robot equipped with only a downward facing camera. in IEEE International Conference on Intelligent Robots and Systems. vol. 2015-December, 7354239, Institute of Electrical and Electronics Engineers Inc., pp. 6053-6058, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2015, Hamburg, Germany, 9/28/15. https://doi.org/10.1109/IROS.2015.7354239
Nagai I, Watanabe K. Path tracking by a mobile robot equipped with only a downward facing camera. In IEEE International Conference on Intelligent Robots and Systems. Vol. 2015-December. Institute of Electrical and Electronics Engineers Inc. 2015. p. 6053-6058. 7354239 https://doi.org/10.1109/IROS.2015.7354239
Nagai, Isaku ; Watanabe, Keigo. / Path tracking by a mobile robot equipped with only a downward facing camera. IEEE International Conference on Intelligent Robots and Systems. Vol. 2015-December Institute of Electrical and Electronics Engineers Inc., 2015. pp. 6053-6058
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