DocumentCode :
2141424
Title :
Spatiotemporal Modular Arrangement for Energy Efficient Reconfigurable SoCs
Author :
Kinoshita, Keizo ; Okamura, Takahiro ; Takano, Daisuke ; Yao, Tingfeng ; Yamaguchi, Yoshio
Author_Institution :
Grad. Sch. of Syst. & Inf. Eng., Univ. of Tsukuba, Tsukuba, Japan
fYear :
2013
fDate :
26-28 Sept. 2013
Firstpage :
97
Lastpage :
100
Abstract :
In this paper, the proposed approach is assessed from not only its power-performance efficiency but also the accuracy of implemented algorithms on the real hardware environment. The real system treats pattern recognition and motion tracking. The former uses the subspace method and the latter adapts the Kanade-Lucas-Tomasi (KLT) algorithm. These algorithms are widely known in computer vision but the both approaches are unsuited for reconfigurable architectures because they include much complex calculation such as the extraction of a square root of 32-bit or 64-bit data width. But, these methods do not operate simultaneously. Thus, by adopting spatiotemporal reconfiguration pipeline, this paper also describes not only the reduction of configuration size but also the achievement of low power consumption with the same performance of the naive approach.
Keywords :
computer vision; object tracking; pipeline processing; power aware computing; reconfigurable architectures; spatiotemporal phenomena; system-on-chip; KLT algorithm; Kanade-Lucas-Tomasi algorithm; computer vision; configuration size reduction; energy efficient reconfigurable SoC; motion tracking; naive approach; pattern recognition; power performance efficiency; reconfigurable architecture; spatiotemporal modular arrangement; spatiotemporal reconfiguration pipeline; Clocks; Computer architecture; Equations; Mathematical model; Pattern recognition; Power demand; System-on-chip; dynamic reconfiguration; efficient processing; power performance; spatiotemporal modular arrangement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Embedded Multicore Socs (MCSoC), 2013 IEEE 7th International Symposium on
Conference_Location :
Tokyo
Type :
conf
DOI :
10.1109/MCSoC.2013.41
Filename :
6657911
Link To Document :
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