OSA's Digital Library

Journal of Optical Technology

Journal of Optical Technology

| SIMULTANEOUS RUSSIAN-ENGLISH PUBLICATION

  • Vol. 81, Iss. 6 — Jun. 1, 2014
  • pp: 327–333

Correlating images of three-dimensional scenes by clusterizing the correlated local attributes, using the Hough transform

R. O. Malashin  »View Author Affiliations


Journal of Optical Technology, Vol. 81, Issue 6, pp. 327-333 (2014)
http://dx.doi.org/10.1364/JOT.81.000327


View Full Text Article

Acrobat PDF (704 KB)





Browse Journals / Lookup Meetings

Browse by Journal and Year


   


Lookup Conference Papers

Close Browse Journals / Lookup Meetings

Article Tools

Share
Citations

Abstract

This paper describes algorithms for correlating images of arbitrary three-dimensional scenes by clusterizing correlated key points, using the Hough transform. The method is based on the well-known method of detecting objects, but an alternative approach is proposed for verifying clusters of correlated key points. Experimental results are given for different types of key points, confirming that the proposed method has a significant advantage over the use of the fundamental matrix.

© 2014 Optical Society of America

OCIS Codes
(100.5760) Image processing : Rotation-invariant pattern recognition
(100.3008) Image processing : Image recognition, algorithms and filters

History
Original Manuscript: March 5, 2014
Published: June 19, 2014

Citation
R. O. Malashin, "Correlating images of three-dimensional scenes by clusterizing the correlated local attributes, using the Hough transform," J. Opt. Technol. 81, 327-333 (2014)
http://www.opticsinfobase.org/jot/abstract.cfm?URI=jot-81-6-327

You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Log in to access OSA Member Subscription

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Log in to access OSA Member Subscription

« Previous Article  |  Next Article »

OSA is a member of CrossRef.

CrossCheck Deposited