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Optics Letters

| RAPID, SHORT PUBLICATIONS ON THE LATEST IN OPTICAL DISCOVERIES

  • Editor: Alan E. Willner
  • Vol. 34, Iss. 22 — Nov. 15, 2009
  • pp: 3514–3516

Robust stereo image matching using a two-dimensional monogenic wavelet transform

Jinjun Li, Hong Zhao, Xiang Zhou, and Chengying Shi  »View Author Affiliations


Optics Letters, Vol. 34, Issue 22, pp. 3514-3516 (2009)
http://dx.doi.org/10.1364/OL.34.003514


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Abstract

A robust approach based on the 2D monogenic wavelet transform (MWT), which pairs the polyharmonic B-spline wavelet basis with its complex Riesz counterparts to specify a multiresolution monogenic signal analysis, is proposed to solve the general stereo image matching problem. The disparity is directly estimated by establishing correspondences between the monogenic signal components according to the suitable local properties, i.e., the monogenic wavelet annihilates antimonogenic signals, the MWT is phase-shift covariant and the transform magnitude is phase-shift invariant. This approach is different from the current matching techniques and is promising for image registration, flow estimation, and 3D reconstruction.

© 2009 Optical Society of America

OCIS Codes
(100.7410) Image processing : Wavelets
(330.1400) Vision, color, and visual optics : Vision - binocular and stereopsis
(150.1135) Machine vision : Algorithms
(110.7410) Imaging systems : Wavelets

ToC Category:
Image Processing

History
Original Manuscript: August 19, 2009
Revised Manuscript: October 9, 2009
Manuscript Accepted: October 11, 2009
Published: November 10, 2009

Citation
Jinjun Li, Hong Zhao, Xiang Zhou, and Chengying Shi, "Robust stereo image matching using a two-dimensional monogenic wavelet transform," Opt. Lett. 34, 3514-3516 (2009)
http://www.opticsinfobase.org/ol/abstract.cfm?URI=ol-34-22-3514


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