[1] Heng Wei,. Novel registration algorithm for 3-D images capturedfrom multiple views of object surface [J]. Journal of Southeast University (English Edition), 2005, 21 (4): 411-413. [doi:10.3969/j.issn.1003-7985.2005.04.007]

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Novel registration algorithm for 3-D images capturedfrom multiple views of object surface()

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Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:

21

Issue:

2005 4

Page:

411-413

Research Field:

Computer Science and Engineering

Publishing date:

2005-12-30

Info

Title:

Novel registration algorithm for 3-D images capturedfrom multiple views of object surface

Author(s):

Heng Wei

Department of Radio Engineering, Southeast University, Nanjing 210096, China

Keywords:

image alignment;  3-D image;  3-D capture;  image registration;  iterative least-mean-squared algorithm

PACS:

TP391.41

DOI:

10.3969/j.issn.1003-7985.2005.04.007

Abstract:

A novel algorithm of 3-D surface image registration is proposed.It makes use of the array information of 3-D points and takes vector/vertex-like features as the basis of the matching.That array information of 3-D points can be easily obtained when capturing original 3-D images.The iterative least-mean-squared(LMS)algorithm is applied to optimizing adaptively the transformation matrix parameters.These can effectively improve the registration performance and hurry up the matching process.Experimental results show that it can reach a good subjective impression on aligned 3-D images.Although the algorithm focuses primarily on the human head model, it can also be used for other objects with small modifications.

References:

[1] Besl P, McKay N.A method of registration of 3D shapes[J].IEEE Trans on PAMI, 1992, 14(2):239-256.
[2] Ashbrook A, Fisher R.Robertson C, et al.Finding surface correspondence for object recognition using pair-wise geometric histograms [A].In:Computer Vision-ECCV’98 [C].Freiburg, Germany, 1998.674-686.
[3] Rusinkiewicz S, Hall-Holt O, Levoy M.Real-time 3D model acquisition [J].ACM Transactions on Graphics, 2002, 21(3):438-446.
[4] Roy-Chowdhury A K, Chellappa R, Keaton T.Wide baseline image registration with application to 3-D face modeling [J].IEEE Trans on Multimedia, 2004, 6(3):423-434.
[5] Liu Y.Eliminating false matches for the projective registration of free-form surfaces with small translational motions[J].IEEE Trans on Systems, Man and Cybernetics, 2005, 35(3):607-624.

Memo

Memo:

Biography: Heng Wei(1965—), male, doctor, professor, wheng@seu.edu.cn.

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