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Optics Express

Optics Express

  • Editor: Michael Duncan
  • Vol. 14, Iss. 25 — Dec. 11, 2006
  • pp: 12085–12095

Distortion-tolerant 3D recognition of occluded objects using computational integral imaging

Seung-Hyun Hong and Bahram Javidi  »View Author Affiliations


Optics Express, Vol. 14, Issue 25, pp. 12085-12095 (2006)
http://dx.doi.org/10.1364/OE.14.012085


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Abstract

In a computational three-dimensional (3D) volumetric reconstruction integral imaging (II) system, volume pixels (voxels) of the scene are reconstructed plane by plane. Therefore, foreground occluding objects and background occluded objects can be reconstructed separately when there is enough spatial separation between the occluding object and the occluded object. Using volumetric computational II reconstruction, we are able to recognize distorted and occluded objects with correlation based recognition algorithms. We present experimental results which show recognition of 3D rotated and occluded targets in a reconstructed scene. We also show the ability of the proposed technique to recognize distorted and occluded 3D non-training targets.

© 2006 Optical Society of America

OCIS Codes
(080.0080) Geometric optics : Geometric optics
(100.6890) Image processing : Three-dimensional image processing
(110.0110) Imaging systems : Imaging systems
(110.6880) Imaging systems : Three-dimensional image acquisition

ToC Category:
Imaging Systems

History
Original Manuscript: August 22, 2006
Revised Manuscript: October 9, 2006
Manuscript Accepted: October 12, 2006
Published: December 11, 2006

Citation
Seung-Hyun Hong and Bahram Javidi, "Distortion-tolerant 3D recognition of occluded objects using computational integral imaging," Opt. Express 14, 12085-12095 (2006)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-14-25-12085


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