DocumentCode
598127
Title
Touchless hand gesture UI with instantaneous responses
Author
Jun Haeng Lee ; Park, Paul K. J. ; Chang-Woo Shin ; Hyunsurk Ryu ; Byung Chang Kang ; Delbruck, Tobi
Author_Institution
Samsung Adv. Inst. of Technol., Samsung Electron. Co. Ltd., Yongin, South Korea
fYear
2012
fDate
Sept. 30 2012-Oct. 3 2012
Firstpage
1957
Lastpage
1960
Abstract
In this paper we present a simple technique for real-time touchless hand gesture user interface (UI) for mobile devices based on a biologically inspired vision sensor, the dynamic vision sensor (DVS). The DVS can detect a moving object in a fast and cost effective way by outputting events asynchronously on edges of the object. The output events are spatiotemporally correlated by using novel event-driven processing algorithms based on leaky integrate-and-fire neurons to track a finger tip or to infer directions of hand swipe motions. The experimental results show that the proposed technique can achieve graphic UI capable finger tip tracking with milliseconds intervals and accurate hand swipe motion detection with negligible latency.
Keywords
correlation methods; gesture recognition; image motion analysis; image sensors; mobile computing; object detection; object tracking; spatiotemporal phenomena; DVS; accurate hand swipe motion detection; biologically inspired vision sensor; dynamic vision sensor; event-driven processing algorithms; graphic UI capable finger tip tracking; instantaneous responses; integrate-and-fire neurons; mobile devices; moving object detection; object edges; output events; real-time touchless hand gesture user interface; spatiotemporal correlation; touchless hand gesture UI; Computational efficiency; Neurons; Radio frequency; Thumb; Tracking; Voltage control; Gesture recognition; Neuromorphic processing; User Interface;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location
Orlando, FL
ISSN
1522-4880
Print_ISBN
978-1-4673-2534-9
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2012.6467270
Filename
6467270
Link To Document