Scale-Invariant Recognition of Three-Dimensional Objects by Use of a Quasi-Correlator
Applied Optics, Vol. 42, Issue 5, pp. 811-819 doi:10.1364/AO.42.000811
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- OCIS Codes:
- (090.1760) Holography : Computer holography
- (090.2870) Holography : Holographic display
- (100.4550) Image processing : Correlators
- (100.5010) Image processing : Pattern recognition
- (100.5090) Image processing : Phase-only filters
- (100.6890) Image processing : Three-dimensional image processing
- (110.4190) Imaging systems : Multiple imaging
- (110.6880) Imaging systems : Three-dimensional image acquisition
Citation
Youzhi Li and Joseph Rosen, "Scale-Invariant Recognition of Three-Dimensional Objects by Use of a Quasi-Correlator," Appl. Opt. 42, 811-819 (2003)
http://www.opticsinfobase.org/abstract.cfm?URI=ao-42-5-811
Abstract
A method of scale-invariant recognition of three-dimensional (3-D) objects is presented. Several images of the observed scene are recorded under white-light illumination from several different points of view and compressed into a single complex two-dimensional matrix. After filtering with a single scale-invariant filter, the resultant function is then coded into a computer-generated hologram (CGH). When this CGH is coherently illuminated, a correlation space is reconstructed in which light peaks indicate the existence and location of true targets in the tested 3-D scene. The light peaks are detectable for different sizes of the true objects, as long as they are within the invariance range of the filter. Experimental results in a complete electro-optical system are presented, and comparisons with other systems are investigated by use of computer simulation.
© 2003 Optical Society of America
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