GestureWrist and GesturePad: Unobtrusive Wearable Interaction Devices
ISWC '01 Proceedings of the 5th IEEE International Symposium on Wearable Computers
Continuous Recognition of Arm Activities With Body-Worn Inertial Sensors
ISWC '04 Proceedings of the Eighth International Symposium on Wearable Computers
Enabling always-available input with muscle-computer interfaces
Proceedings of the 22nd annual ACM symposium on User interface software and technology
The WEKA data mining software: an update
ACM SIGKDD Explorations Newsletter
Skinput: appropriating the body as an input surface
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Real-time and markerless 3D human motion capture using multiple views
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Proceedings of the 12th ACM international conference on Ubiquitous computing
Sensing foot gestures from the pocket
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Vision-based hand-gesture applications
Communications of the ACM
Your noise is my command: sensing gestures using the body as an antenna
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
HeatWave: thermal imaging for surface user interaction
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using mobile phones to write in air
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
An ultra-low-power human body motion sensor using static electric field sensing
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Device-free and device-bound activity recognition using radio signal strength
Proceedings of the 4th Augmented Human International Conference
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM
Whole-home gesture recognition using wireless signals (demo)
Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM
Whole-home gesture recognition using wireless signals
Proceedings of the 19th annual international conference on Mobile computing & networking
Mirage: exploring interaction modalities using off-body static electric field sensing
Proceedings of the 26th annual ACM symposium on User interface software and technology
The sound of touch: on-body touch and gesture sensing based on transdermal ultrasound propagation
Proceedings of the 2013 ACM international conference on Interactive tabletops and surfaces
Intangibles wear materiality via material composition
Personal and Ubiquitous Computing
Bringing gesture recognition to all devices
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
3D tracking via body radio reflections
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
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Computer vision and inertial measurement have made it possible for people to interact with computers using whole-body gestures. Although there has been rapid growth in the uses and applications of these systems, their ubiquity has been limited by the high cost of heavily instrumenting either the environment or the user. In this paper, we use the human body as an antenna for sensing whole-body gestures. Such an approach requires no instrumentation to the environment, and only minimal instrumentation to the user, and thus enables truly mobile applications. We show robust gesture recognition with an average accuracy of 93% across 12 whole-body gestures, and promising results for robust location classification within a building. In addition, we demonstrate a real-time interactive system which allows a user to interact with a computer using whole-body gestures