Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images.

OPTICS EXPRESS(2019)

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摘要
This work details the development of an algorithm to determine 3D position and in plane size and shape of particles by exploiting the perspective shift capabilities of a plenoptic camera combined with stereo-matching methods. This algorithm is validated using an experimental data set previously examined in a refocusing based particle location study in which a static particle field is translated to provide known depth displacements at varied magnification and object distances. Examination of these results indicates increased accuracy and precision is achieved compared to a previous refocusing based method at significantly reduced computational costs. The perspective shift method is further applied to fragment localization and sizing in a lab scale fragmenting explosive. (C) 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
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关键词
3d particle location,uncertainty characterization
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