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During the first spatial stage, the gradient values in eight directions for pixels located in the vicinity of a central pixel, as well as the interchannel correlation between the analogous pixels in different color bands (RGB), are taken into account.
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Metaphysically, modal stages (and the worlds at which they exist) are on a par with temporal and spatial stages (and the times and places at which they exist).
According to the research works about CML [12] and [25], the dynamics from mth to m+1th iteration consists of two distinctly different stages, (a) the spatial movement stage and (b) the "reaction" stage.
Enc and Nav phase constituted the spatial acquisition stage for the virtual navigation task in two perspectives.
The spatial movement stage can be obtained by discretizing the spatial terms of Eqs.
Figure 5 Throughput of the DSP implementation of the spatial filtering stage.
On the other hand, it was possible to use a numerical derivative [17] instead of the Gaussian counterpart in the Spatial Filtering stage in order to allow faster derivative recalculation.
In terms of estimation methods, we used both maximum likelihood and generalized spatial two-stage least squares (gs2sls) estimators.
Anselin ([1990]), Kelejian and Prucha ([1998]), and Kelejian and Robinson ([1993]) proposed a Spatial Two-Stage Least Squares (2SLS) approach to control for the endogeneity of spatial lag.
Global throughput is far from that attained in the temporal and spatial filtering stages (that were in the order of thousands of frames per second, depending on the resolution) and closer to that attained for the steering stage.
To increase the object counts supported and to improve the computational complexity, we propose a hybrid solution that combines these microarchitectures with a spatial-partitioning stage on a CPU or GPU.
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