An Optical Flow-Based Gesture Recognition Method

The efficient human-machine interaction is an essential and current problem of computer science. The paper presents a gesture recognition method which applies optical flow calculation and an aggregation for obtaining a heatmap-like representation of the motion trajectories. After the overview of the...

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Veröffentlicht in:Acta Marisiensis. Seria Technologica 2020-06, Vol.17 (1), p.22-26
Hauptverfasser: Nagy, Dániel Zoltán, Piller, Imre
Format: Artikel
Sprache:eng
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Zusammenfassung:The efficient human-machine interaction is an essential and current problem of computer science. The paper presents a gesture recognition method which applies optical flow calculation and an aggregation for obtaining a heatmap-like representation of the motion trajectories. After the overview of the image processing workflow, the paper introduces six symbols for providing some measurements. The described experiments show the robustness of the method against color, shape and time variance.
ISSN:2668-4217
2668-4217
DOI:10.2478/amset-2020-0005