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Sensing, Recognition, and Security / IMU Gesture Input and Finger Tracking

How can gesture recognition robustness and user generalizability be improved without complex calibration?

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

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 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

Related papers

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

Michael Xuelin Huang, Yang Li, Nazneen Nazneen

HulaMove: Using Commodity IMU for Waist Interaction

Xuhai Xu, Jiahao Li, Tianyi Yuan