Fourth Canadian Conference on Computer and Robot Vision (CRV '07) Dense Stereo Range Sensing with Marching Pseudo-Random Patterns Montreal, Quebec, Canada May 28-May 30 ISBN: 0-7695-2786-8
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CRV.2007.22
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 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||