Object recognition using cylindrical harmonic filter
Optics Express, Vol. 12, Issue 13, pp. 3046-3049 (2004)
http://dx.doi.org/10.1364/OPEX.12.003046
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Abstract
We present the cylindrical harmonic filter for three-dimensional (3D) discrete correlation between range data. The filter guarantees invariance of the correlation peak intensity under target rotation around z-axis. It can be considered a harmonic decomposition, in cylindrical coordinates, of the 3D Fourier spectrum of the target. Some simulation results confirm the in-plane rotation invariance and the discrimination of the filter.
© 2004 Optical Society of America
OCIS Codes
(070.5010) Fourier optics and signal processing : Pattern recognition
(150.5670) Machine vision : Range finding
ToC Category:
Research Papers
History
Original Manuscript: June 9, 2004
Revised Manuscript: June 22, 2004
Published: June 28, 2004
Citation
Jáder Guerrero Bermúdez, "Object recognition using cylindrical harmonic filter," Opt. Express 12, 3046-3049 (2004)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-12-13-3046
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References
- J Guerrero, J. Meneses and O. Gualdrón. ???Object recognition using three-dimensional correlation of range images,??? Opt. Eng. 39, 10, 2828-2831. (2000). [CrossRef]
- M. Suk and S. Bhandakar, ???Three-dimensional object recognition from range images,??? (Tokyo, Tosiyasu Kunni, eds., 1992) Springer Verlag, 308p.
- Y.N. Hsu, H.H. Arsenault and G. April, ???Rotation Invariant digital pattern recognition using circular harmonic expansion,??? Appl. Opt. 21, 4012-4015 (1982). [CrossRef] [PubMed]
- O. Gualdrón, and H. Arsenault. ???Improved Invariant Pattern Recognition Methods,??? in Real Time Optical Information Processing, (San Diego, B. Javidi and J. Horner. Eds. 1994), Academic Press, pp 89-113.
- P. García-Martínez, H. Arsenault and C. Ferreira. ???Nonlinear Binary Correlations for Rotation Invariant Pattern Recognition using Circular Harmonic Decomposition,??? Proc. SPIE 4419. 676-679. (2001) [CrossRef]
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