Real-time 3-D object rotation-invariant recognition with microlens array
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1.
School of Science, Xi'an University of Architecture and Technology, Xi'an 710069, China;
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2.
Department of Physics, Northwest University, Xi'an 710054, China
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Received Date:
2007-10-18
Accepted Date:
2008-01-07
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Abstract
In order to realize 3-D object rotation-invariant recognition, with help of high relevancy of perspective array of 3-D objects, the depth information of 3-D objects was converted to 2-D elemental images by means of microlens array.Theoretical analysis showed that both 3-D object rotation-invariant recognition and exact orientation of rotation direction could be obtained.Taking a dice,a 3-D object as an example, it was recognized in real time by means of match filtering and the proposed method.The latter performed better, and the exact orientation of rotation direction and rotational angle size discrimination were recognized.The results showed that the real-time 3-D object rotation-invariant recognition can be accomplished with microlens array.
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References
|
[1]
|
SONG F J,JUTAMULIA S.Advanced optical information processing[M].Beijing:Peking University Press,1998:64-77(in Chinese). |
|
[2]
|
SHENG Z X,SUN X L.Application of computer generated hologram technology in optical correlation recognition system[J].Laser Technology,2008,32(1):61-63(in Chinese). |
|
[3]
|
CAO F,SU X Y.Method for 3-D objects recognition based on phaseencoded range image[J].Laser Journal,2007,28(1):50-52(in Chinese). |
|
[4]
|
LU J,SU XY,WANGH X.Three dimensional object recognition with rotation-invariant by structure light[J].Journal of Optoelectronics·Laser,2004,15(12):1492-1497(in Chinese). |
|
[5]
|
WANG H X,SU X Y,LU J.Method for 3-D ohject recognition by Moire fringe[J].Journal of Optoelectronics·Laser,2005,16(3):349-353(in Chinese). |
|
[6]
|
LI Q,ZHOU M L,LIU J.Multi-resolution mesh based 3-D object recognitiou[J].Acta Electmnica Sinica,2001,29(7):891-894(in Chinese). |
|
[7]
|
JAVIDI B,TAJAHUERCE E,MARTINEZ-CORBAL M,et al.New developments in active and passive 3-D image sensing,visualization,and processing[J].SPIE,2005,5986:598601.1-598601.11 |
|
[8]
|
NELLERIA,GOPINATHANU,JOSEPH J,et al.Three-dimensional object recognition from digital Fresnel hologram by wavelet matched filtering[J].Opt Commun,2006,259(2):499-506. |
|
[9]
|
MATOBA O,TAJAHUERCE E.JAVIDI B.Real-time three-dimension object recognition with multiple perspectives imaging[J].Appi Opt,2001,40(20):3318-3325. |
|
[10]
|
HONG S H,JANG J S,JAVIDI B.Three-dimensional volumetric object reconstruction using computational integral imaging[J].Optics Express,2004,12(3):483-491. |
|
[11]
|
FRAUEL Y,TAJAHUERCE E,MATOBA O,et al.Comparison of passive ranging integral imaging an active imaging digital holography for three-dimensional object recognition[J].Appl Opt,2004,43(2):452-462. |
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