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We illustrate our experience in developing and implementing algorithms for map merging, i.e., the problem of fusing two or more partial maps without common reference frames into one large global map.
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Average aligned color images from single chunks (top left) are warped into a common reference frame (top right), using correlation-based alignment (Methods).
We provide distributed algorithms for solving the three main issues associated to a map merging scenario: establishing a common reference frame, solving the data association, and merging the maps.
One possible approach to relative localization for pursuit robots is, rather than simply tracking and estimating a relative robot target position in each frame, joint localization, in which the purser and target are both localized with respect to a common reference frame.
For instance, a common reference frame for the representation of time, space and number has recently been proposed (Bueti & Walsh, 2009; Dehaene & Brannon, 2011) and evidence in favor of the existence of interferences across magnitudes is on the rise (Lambrechts et al., 2013).
Firstly, each image I 1, …, I N is warped into a common reference frame - usually the mean shape s ¯.
When multiple scans, taken from different locations, represent the same scene these must be registered to a common reference frame.
The integration of visual and auditory events is thought to require a joint representation of visual and auditory space in a common reference frame.
With the distributed architecture, the controller of robot i only uses locally measurable information without a common reference frame, i.e., global position information is unavailable.
Each face patch was automatically aligned to a common reference frame using a similarity transform, with eye centers as control points.
Quantitative quality evaluation is also possible because the ground-truth transmission map of the FRIDA can be used as the common reference frame.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com