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1. Asymptotic global confidence regions for 3-D parametric shape estimation in inverse problems

Author

Moulin, Pierre, Jong Chul Ye, and Bresler, Yoram

Subjects
Maximum likelihood estimates (Statistics) -- Analysis, Three-dimensional graphics -- Analysis, Probabilities -- Analysis, Image processing -- Methods, Business, Computers, Electronics, Electronics and electrical industries
Abstract

Fundamental performance bounds for statistical estimation of parametric surfaces embedded in [R.sup.3], in which the reconstruction of the shape of binary or homogenous objects could be represented by asymptotic global confidence regions that facilitate geometric inference and optimization of the imaging system is derived. Simulation results reveal the tightness of the resulting bound and the efficiency of the three-dimensional global confidence region approach.

Published
2006

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