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Optics Express

Optics Express

  • Editor: C. Martijn de Sterke
  • Vol. 18, Iss. 15 — Jul. 19, 2010
  • pp: 15349–15360

Rotation-invariant target recognition in LADAR range imagery using model matching approach

Qi Wang, Li Wang, and Jianfeng Sun  »View Author Affiliations


Optics Express, Vol. 18, Issue 15, pp. 15349-15360 (2010)
http://dx.doi.org/10.1364/OE.18.015349


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Abstract

Shape index is introduced to explore the target recognition problem from laser radar (Ladar) range imagery. A raw Ladar scene range image is transformed into a height-range image and a horizontal-range image. Then they are compared with a model library in which every model target includes six selected samples based on the principles of raising recognition rate and shortening computation time. We experimentally demonstrate that the proposed recognition approach can resolve the out-of-plane and rotation-invariant target recognition problem with a high recognition rate.

© 2010 OSA

ToC Category:
Image Processing

History
Original Manuscript: May 5, 2010
Revised Manuscript: June 16, 2010
Manuscript Accepted: June 18, 2010
Published: July 2, 2010

Citation
Qi Wang, Li Wang, and Jianfeng Sun, "Rotation-invariant target recognition in LADAR range imagery using model matching approach," Opt. Express 18, 15349-15360 (2010)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-18-15-15349


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