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Dense Stereo Range Sensing with Marching Pseudo-Random Patterns
Montreal, Quebec, Canada May 28-May 30
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CRV.2007.22Fourth Canadian Conference on Compute ...
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Danick Desjardins,, University of Ottawa
Pierre Payeur, University of Ottawa
As an extension to classical structured lighting techniques, the use of bi-dimensional pseudo-random color codes is explored to perform range sensing with variable density from a stereo calibrated rig and a projector. Pseudo-random codes are used to create artificial textures on a scene which are extracted and grouped in a confidence map to ensure reliable feature matching between pairs of images taken from two cameras. Depth estimation is performed on corresponding points with progressive refinement as the pseudo-random pattern projection is marched over the scene to increase the density of matched features, and achieve dense 3D reconstruction. The potential of bi-dimensional pseudo-random color patterns for structured lighting is demonstrated in terms of patterns computation, ease of extraction, matching confidence level, as well as density of depth estimation for 3D reconstruction.
Citation:
Danick Desjardins,, Pierre Payeur, "Dense Stereo Range Sensing with Marching Pseudo-Random Patterns," crv, pp.216-226, Fourth Canadian Conference on Computer and Robot Vision (CRV '07), 2007
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