Fast and robust progressive stereo reconstruction by symmetry guided fusion

Hongsheng Zhang, Shahriar Negahdaripour

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Abstract

Acquiring photo-realistic 3D computer models of objects has been a very active research area with most important applications in Virtual Reality and Multimedia systems. This paper deals with a generalization of dense stereo reconstruction, which forms the basis for incremental fusing of stereo sequences to construct a 3-D model of underwater natural objects. The approach is fast and robust. Initialized with a set of robust feature matches over the left and right images, efficient left-to-right and right-to-left stereo matching are carried out by match propagation [15]. Symmetry relation between the two stereo matchings is utilized to guide robust fusion. Where a large difference exists between the two dense stereo reconstructions, it is most probable that at least one estimate is erroneous, thus is rejected. Conversely, small differences are expected because of the discrete nature of the disparity values. When fused these two estimates, better results are expected. Experimental results demonstrate the efficacy of the proposed approach.

Original languageEnglish (US)
Title of host publicationOceans 2005 - Europe
Pages551-556
Number of pages6
DOIs
StatePublished - Dec 1 2005
EventOceans 2005 - Europe - Brest, France
Duration: Jun 20 2005Jun 23 2005

Publication series

NameOceans 2005 - Europe
Volume1

Other

OtherOceans 2005 - Europe
CountryFrance
CityBrest
Period6/20/056/23/05

ASJC Scopus subject areas

  • Engineering(all)

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    Zhang, H., & Negahdaripour, S. (2005). Fast and robust progressive stereo reconstruction by symmetry guided fusion. In Oceans 2005 - Europe (pp. 551-556). [1511774] (Oceans 2005 - Europe; Vol. 1). https://doi.org/10.1109/OCEANSE.2005.1511774