A Unified Framework for Uncertainty, Compatibility Analysis, and Data Fusion for Multi-Stereo 3-D Shape Estimation

作者:De Cecco Mariolino*; Pertile Marco; Baglivo Luca; Lunardelli Massimo; Setti Francesco; Tavernini Mattia
来源:IEEE Transactions on Instrumentation and Measurement, 2010, 59(11): 2834-2842.
DOI:10.1109/TIM.2010.2060930

摘要

This paper describes the uncertainty analysis performed for the reconstruction of a 3-D shape. Multiple stereo systems are employed to measure a 3-D surface with superimposed colored markers. The procedure comprised a detailed uncertainty analysis of all measurement phases, and the uncertainties evaluated were employed to perform a compatibility analysis of points acquired by different stereo pairs. The compatible acquired markers were statistically merged in order to obtain the measurement of a 3-D shape and an evaluation of the associated uncertainty. Both the compatibility analysis and the measurement merging are based on the evaluated uncertainty.

  • 出版日期2010-11