Title :
Uncertainty analysis for multi-stereo 3d shape estimation
Author :
De Cecco, M. ; Baglivo, L. ; Parzianello, G. ; Lunardelli, M. ; Setti, F. ; Pertile, M.
Author_Institution :
Dept. of Mech. & Struct. Eng., Univ. of Trento, Trento, Italy
Abstract :
It is described the uncertainty analysis performed for the reconstruction of a 3D shape. Multiple stereo systems are employed to measure a 3D surface with superimposed colored markers. The described procedure comprises a detailed uncertainty analysis of all the measurement phases, and the evaluated uncertainties are employed to perform a compatibility analysis of points acquired by different stereo pairs. The compatible acquired markers are statistically merged in order to obtain a measurement of a 3D shape and an evaluation of the associated uncertainty. Both the compatibility analysis and the measurement merging is based on the evaluated uncertainty.
Keywords :
shape measurement; stereo image processing; measurement merging; multi-stereo 3d shape estimation; uncertainty analysis; Cameras; Image reconstruction; Merging; Performance analysis; Performance evaluation; Shape measurement; Stereo image processing; Surface reconstruction; Time measurement; Uncertainty; 3D shape reconstruction; multiple stereo systems; uncertainty evaluation;
Conference_Titel :
Advanced Methods for Uncertainty Estimation in Measurement, 2009. AMUEM 2009. IEEE International Workshop on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4244-3593-7
Electronic_ISBN :
978-1-4244-3593-7
DOI :
10.1109/AMUEM.2009.5207608
