Characterizing a Heterogeneous System for Person Detection in Video Using Histograms of Oriented Gradients: Power Versus Speed Versus Accuracy

This paper presents a new implementation, with complete analysis, of the processing operations required in a widely-used pedestrian detection algorithm (the histogram of oriented gradients (HOG) detector) when run in various configurations on a heterogeneous platform suitable for use as an embedded...

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Veröffentlicht in:	IEEE journal on emerging and selected topics in circuits and systems 2013-06, Vol.3 (2), p.236-247
Hauptverfasser:	Blair, C., Robertson, N. M., Hume, D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Field-programmable gate array (FPGA) graphics processing unit (GPU) histogram of oriented gradients (HOG) pedestrian detection
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