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The imaging algorithm in [13] relies on the assumption that the target is composed of isotropic points and uses 2D interpolation on the frequency domain to achieve the processing.
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Within these bounds, the parameters can be manipulated in order to achieve the desired processing time.
This split can achieve the highest processing gain but requires very high fronthaul bandwidth.
Equations 10 to 13 are proposed to achieve the whole processing of video bit-rate transcoding.
The Jetson TX2 has twice the performance of its predecessor, the TX1, or it can also redirect efficiency to power savings, using less than half the power consumption of the original to achieve the same processing abilities.
As can be seen from Fig. 5, the intelligent control module is the key to achieve the accurate processing information of the lower computer terminal.
The approach that we have taken in solving these multiple requirements consists in moving the computing architecture to the sensor itself to achieve the necessary processing power to run the algorithms near the camera.
Therefore, the WIE method can be used to achieve the post-processing of the target detection.
So it is very difficult for a 4-pixel interpolation unit to achieve the real-time processing of interpolation filter with reasonable computing powers.
As a result, advances on high performance computing as well as on specialized high performance hardware modules are necessarily required to achieve the near-real processing time performances for complex RS algorithms.
However, a segmental estimation approach utilizing a sliding window can be used to achieve the real-time processing of feature compensation and model adaptation without any significant performance degradation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com