Charade: remote control of objects using free-hand gestures
Communications of the ACM - Special issue on computer augmented environments: back to the real world
Usability analysis of 3D rotation techniques
Proceedings of the 10th annual ACM symposium on User interface software and technology
Vision-Based Gesture Recognition: A Review
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
Smart-Its Friends: A Technique for Users to Easily Establish Connections between Smart Artefacts
UbiComp '01 Proceedings of the 3rd international conference on Ubiquitous Computing
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
ISWC '99 Proceedings of the 3rd IEEE International Symposium on Wearable Computers
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Synchronous gestures for multiple persons and computers
Proceedings of the 16th annual ACM symposium on User interface software and technology
VisionWand: interaction techniques for large displays using a passive wand tracked in 3D
Proceedings of the 16th annual ACM symposium on User interface software and technology
A gesture-based authentication scheme for untrusted public terminals
Proceedings of the 17th annual ACM symposium on User interface software and technology
Enabling fast and effortless customisation in accelerometer based gesture interaction
Proceedings of the 3rd international conference on Mobile and ubiquitous multimedia
Gesture-recognition with Non-referenced Tracking
3DUI '06 Proceedings of the 3D User Interfaces
Accelerometer-based gesture control for a design environment
Personal and Ubiquitous Computing
Tap input as an embedded interaction method for mobile devices
Proceedings of the 1st international conference on Tangible and embedded interaction
Gestures without libraries, toolkits or training: a $1 recognizer for user interface prototypes
Proceedings of the 20th annual ACM symposium on User interface software and technology
A Brief Introduction to Usable Security
IEEE Internet Computing
The Martini Synch: joint fuzzy hashing via error correction
ESAS'07 Proceedings of the 4th European conference on Security and privacy in ad-hoc and sensor networks
Gesture signature for ambient intelligence applications: a feasibility study
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Automatic Signature Verification: The State of the Art
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Arm swing identification method with template update for long term stability
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
EyePhone: activating mobile phones with your eyes
Proceedings of the second ACM SIGCOMM workshop on Networking, systems, and applications on mobile handhelds
ReDi: an interactive virtual display system for ubiquitous devices
Proceedings of the international conference on Multimedia
Online gesture recognition for user interface on accelerometer built-in mobile phones
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Protractor3D: a closed-form solution to rotation-invariant 3D gestures
Proceedings of the 16th international conference on Intelligent user interfaces
Logical-shapelets: an expressive primitive for time series classification
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Body, movement, gesture & tactility in interaction with mobile devices
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
Mobile based multimodal retrieval and navigation of learning objects using a 3D car metaphor
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Learning gestures for customizable human-computer interaction in the operating room
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part I
An integrated framework for universal motion control
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Designing gestures for hands and feet in daily life
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Reflex: using low-power processors in smartphones without knowing them
ASPLOS XVII Proceedings of the seventeenth international conference on Architectural Support for Programming Languages and Operating Systems
6DMG: a new 6D motion gesture database
Proceedings of the 3rd Multimedia Systems Conference
An amulet for trustworthy wearable mHealth
Proceedings of the Twelfth Workshop on Mobile Computing Systems & Applications
ACCessory: password inference using accelerometers on smartphones
Proceedings of the Twelfth Workshop on Mobile Computing Systems & Applications
On the practicality of motion based keystroke inference attack
TRUST'12 Proceedings of the 5th international conference on Trust and Trustworthy Computing
Human motion recognition using a wireless sensor-based wearable system
Personal and Ubiquitous Computing
Practicality of accelerometer side channels on smartphones
Proceedings of the 28th Annual Computer Security Applications Conference
Gestures in assisted living environments
GW'11 Proceedings of the 9th international conference on Gesture and Sign Language in Human-Computer Interaction and Embodied Communication
Exercise repetition detection for resistance training based on smartphones
Personal and Ubiquitous Computing
Tap-Wave-Rub: lightweight malware prevention for smartphones using intuitive human gestures
Proceedings of the sixth ACM conference on Security and privacy in wireless and mobile networks
Designing gestural interfaces for the interactive TV
Proceedings of the 11th european conference on Interactive TV and video
The challenges and potential of end-user gesture customization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Open sesame: re-envisioning the design of a gesture-based access control system
CHI '13 Extended Abstracts on Human Factors in Computing Systems
EventHurdle: supporting designers' exploratory interaction prototyping with gesture-based sensors
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pointing gesture recognition using compressed sensing for training data reduction
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
A smart watch-based gesture recognition system for assisting people with visual impairments
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices
Towards narrative authentication: or, against boring authentication
Proceedings of the 2013 workshop on New security paradigms workshop
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The proliferation of accelerometers on consumer electronics has brought an opportunity for interaction based on gestures. We present uWave, an efficient recognition algorithm for such interaction using a single three-axis accelerometer. uWave requires a single training sample for each gesture pattern and allows users to employ personalized gestures. We evaluate uWave using a large gesture library with over 4000 samples for eight gesture patterns collected from eight users over one month. uWave achieves 98.6% accuracy, competitive with statistical methods that require significantly more training samples. We also present applications of uWave in gesture-based user authentication and interaction with 3D mobile user interfaces. In particular, we report a series of user studies that evaluates the feasibility and usability of lightweight user authentication. Our evaluation shows both the strength and limitations of gesture-based user authentication.