@article {620,
	title = {Twin-beam real-time position estimation of micro-objects in 3D},
	journal = {Measurement Science and Technology},
	volume = {27},
	year = {2016},
	month = {12},
	pages = {127003},
	abstract = {<p><span>Various optical methods for measuring positions of micro-objects in 3D have been reported in the literature. Nevertheless, the majority of them are not suitable for real-time operation, which is needed, for example, for feedback position control. In this paper, we present a method for real-time estimation of the position of micro-objects in 3D</span><span>; the method is based on twin-beam illumination and requires only a very simple hardware setup whose essential part is a standard image sensor without any lens. The performance of the proposed method is tested during a micro-manipulation task in which the estimated position served as feedback for the controller. The experiments show that the estimate is accurate to within  ~3 μm in the lateral position and  ~7 μm in the axial distance with the refresh rate of 10 Hz. Although the experiments are done using spherical objects, the presented method could be modified to handle non-spherical objects as well.</span></p>
},
	issn = {1361-6501},
	doi = {10.1088/0957-0233/27/12/127003},
	author = {Gurtner, Martin and Ji{\v r}{\'\i} Zem{\'a}nek}
}