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Sensing, Recognition, and Security / IMU 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?

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

Similar questions

helpResearch questionIMU Gesture Input and Finger Tracking

How can existing IMU-based finger tracking technology improve accuracy and support efficient 2D cursor control?

CHI '24MouseRing: Always-available Touchpad Interaction with IMU Rings

helpResearch questionIMU Gesture Input and Finger Tracking

How can the MouseRing device enable stable finger-sliding input without modifying physical surfaces?

CHI '24MouseRing: Always-available Touchpad Interaction with IMU Rings

helpResearch questionIMU Gesture Input and Finger Tracking

How does MouseRing perform in input efficiency and UX across different interaction scenarios?

CHI '24MouseRing: Always-available Touchpad Interaction with IMU Rings

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

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MouseRing: Always-available Touchpad Interaction with IMU Rings

Xiyuan Shen, Chun Yu, Xutong Wang

TapNet: The Design, Training, Implementation, and Applications of a Multi-Task Learning CNN for Off-Screen Mobile Input

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HulaMove: Using Commodity IMU for Waist Interaction

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