DocumentCode
3060092
Title
A Method of 3-D object Recognition Based on Digital Holography
Author
Huang, Zhen ; Liu, Guodong ; Ren, Zhong ; Zeng, Lvming
Author_Institution
Key Lab. of Optoelectron. & Commun., Jiangxi Sci. & Technol. Normal Univ., Nanchang, China
Volume
2
fYear
2009
fDate
22-24 May 2009
Firstpage
96
Lastpage
99
Abstract
In this paper a method of three-dimensional object recognition based on digital holography is presented. Firstly,the holograms of the target and reference objects are generated with the digital holography technique. Next, the reconstructed images of the holograms are inputted into the joint transform correlator and modified by the subtraction of the zero-order diffraction from the joint power spectrum, and then the 3-D object recognition can be achieved. After applying an improved Mexican-hat wavelet to extract the edge characteristics and enhance the image of the power spectrum, sharper correlation peak can be obtained. The experimental results show that this method can improve the 3-D object recognition ability and reliability effectively.
Keywords
edge detection; image enhancement; image reconstruction; object recognition; wavelet transforms; 3-D object recognition; Mexican-hat wavelet; digital holography; edge extraction; image enhancement; image reconstruction; joint transform correlator; zero-order diffraction; Charge coupled devices; Correlators; Holographic optical components; Holography; Image recognition; Lenses; Object recognition; Optical filters; Optical sensors; Wavelet transforms; 3-D object recognition; digital holography; joint transform correlator; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic Commerce and Security, 2009. ISECS '09. Second International Symposium on
Conference_Location
Nanchang
Print_ISBN
978-0-7695-3643-9
Type
conf
DOI
10.1109/ISECS.2009.44
Filename
5209923
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