Title
Hand-Gesture Recognition System by Using Microwave Doppler Sensors
Abstract
A microwave doppler sensor is a very popular device for detecting moving objects such as human beings. This paper proposes a new appliance-control method using microwave Doppler sensors. The user moves his/her hand back and forth in front of the target appliance for the proposed system. The system recognizes 1) two types of gesture, 2) the direction of hand movement, and 3) the number of hand movements. A prototype system with two light fixtures was developed. The gesture was detected within two seconds in real-time operation. A total of 200 on/off commands were experimentally evaluated. As a result, 85% of the gestures were correctly detected and 3% were misdetected with incorrect appliance selection. The remaining 15% generated no response.
Year
DOI
Venue
2015
10.1109/COMPSAC.2015.230
2015 IEEE 39th Annual Computer Software and Applications Conference
Keywords
Field
DocType
Microwave Doppler sensors,Gesture detection,Home-appliance control,Multiple command,Lighting-free
Microwave,Computer vision,Computer science,Gesture,Gesture recognition,Real-time computing,Microwave imaging,Artificial intelligence,Doppler effect
Conference
Volume
ISSN
Citations 
3
0730-3157
0
PageRank 
References 
Authors
0.34
1
4
Name
Order
Citations
PageRank
Shigeo Kaneda16926.85
Yusuke Kubota200.34
Tomohito Kurokawa300.34
Takeshi Furuhata400.34