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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 43, Iss. 2 — Jan. 10, 2004
  • pp: 358–365

Heteroassociative multiple-target tracking by fringe-adjusted joint transform correlation

M. S. Alam, J. Khan, and A. Bal  »View Author Affiliations


Applied Optics, Vol. 43, Issue 2, pp. 358-365 (2004)
http://dx.doi.org/10.1364/AO.43.000358


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Abstract

A heteroassociative joint transform correlation (JTC) technique is proposed for recognizing and tracking multiple heteroassociative or dissimilar targets from gray-level image sequences by use of the concept of fringe-adjusted JTC and a multiple-target-detection algorithm. A fringe-adjusted JTC technique is used to ensure quantification of the similarities among several input images while it satisfies the equal-correlation-peak criterion. Tracking is accomplished by retrieval of the target motion information estimated from multiple consecutive image frames. An enhanced version of the fringe-adjusted filter is incorporated into the heteroassociative multiple-target-detection process to optimize the correlation performance. The feasibility of the proposed technique is tested by computer simulation with real infrared image data.

© 2004 Optical Society of America

OCIS Codes
(100.2650) Image processing : Fringe analysis
(100.4550) Image processing : Correlators
(100.5010) Image processing : Pattern recognition
(110.6980) Imaging systems : Transforms

History
Original Manuscript: May 13, 2003
Revised Manuscript: July 28, 2003
Published: January 10, 2004

Citation
M. S. Alam, J. Khan, and A. Bal, "Heteroassociative multiple-target tracking by fringe-adjusted joint transform correlation," Appl. Opt. 43, 358-365 (2004)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-43-2-358


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