helpResearch questionIMU Gesture Input and Finger Tracking
How can existing IMU-based finger tracking technology improve accuracy and support efficient 2D cursor control?Direction: Sensing, Recognition, and Security
IMU Gesture Input and Finger Tracking
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helpResearch questionIMU Gesture Input and Finger Tracking
How can the MouseRing device enable stable finger-sliding input without modifying physical surfaces?helpResearch questionIMU Gesture Input and Finger Tracking
How does MouseRing perform in input efficiency and UX across different interaction scenarios?helpResearch questionIMU Gesture Input and Finger Tracking
How can commercial ear-worn devices use IMUs to enable rich finger-to-ear gesture interaction?UbiComp '23EarBender: Enabling Rich IMU-based Natural Hand-to-Ear Interaction in Commodity Earables
helpResearch questionIMU Gesture Input and Finger Tracking
How can gesture recognition robustness and user generalizability be improved without complex calibration?UbiComp '23EarBender: Enabling Rich IMU-based Natural Hand-to-Ear Interaction in Commodity Earables
helpResearch questionIMU Gesture Input and Finger Tracking
How can IMU sensors be combined with deep learning for efficient real-time gesture detection and classification?UbiComp '23EarBender: Enabling Rich IMU-based Natural Hand-to-Ear Interaction in Commodity Earables
helpResearch questionIMU Gesture Input and Finger Tracking
How can real-time 3D finger motion tracking be achieved with IMU sensors while significantly reducing dependence on labeled data?UbiComp '22Learning on the Rings: Self-Supervised 3D Finger Motion Tracking Using Wearable Sensors
helpResearch questionIMU Gesture Input and Finger Tracking
How does self-supervised learning perform in improving 3D finger motion tracking accuracy?UbiComp '22Learning on the Rings: Self-Supervised 3D Finger Motion Tracking Using Wearable Sensors
helpResearch questionIMU Gesture Input and Finger Tracking
How can wearable devices balance finger flexibility and high-precision motion tracking?UbiComp '22Learning on the Rings: Self-Supervised 3D Finger Motion Tracking Using Wearable Sensors
helpResearch questionIMU Gesture Input and Finger Tracking
How can dual IMU technology enable lightweight ring devices to recognize rich gesture information?UbiComp '21DualRing: Enabling Subtle and Expressive Hand Interaction with Dual IMU Rings
helpResearch questionIMU Gesture Input and Finger Tracking
Can IMU combined with impedance measurement effectively improve complex gesture recognition?UbiComp '21DualRing: Enabling Subtle and Expressive Hand Interaction with Dual IMU Rings
helpResearch questionIMU Gesture Input and Finger Tracking
How can environmental magnetic interference affecting current gesture recognition device accuracy be resolved?UbiComp '21DualRing: Enabling Subtle and Expressive Hand Interaction with Dual IMU Rings
helpResearch questionIMU Gesture Input and Finger Tracking
How can a multi-task learning CNN model recognize multi-tap attributes on mobile devices?helpResearch questionIMU Gesture Input and Finger Tracking
Can IMU signals serve as the primary input data source for external interaction with mobile devices?helpResearch questionIMU Gesture Input and Finger Tracking
Can shared convolutional layers and output branches enhance joint learning and prediction across device data?helpResearch questionIMU Gesture Input and Finger Tracking
How can smartphone-built-in IMUs (inertial measurement units) enable real-time recognition of waist motion gestures?helpResearch questionIMU Gesture Input and Finger Tracking
Which waist movements are best suited as gesture input for novel interaction methods?helpResearch questionIMU Gesture Input and Finger Tracking
What efficiency and user delight can waist interaction achieve in VR and everyday task scenarios?Related papers
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MouseRing: Always-available Touchpad Interaction with IMU Rings
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TapNet: The Design, Training, Implementation, and Applications of a Multi-Task Learning CNN for Off-Screen Mobile Input
Michael Xuelin Huang, Yang Li, Nazneen Nazneen
CHI 2021
HulaMove: Using Commodity IMU for Waist Interaction
Xuhai Xu, Jiahao Li, Tianyi Yuan
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