Huy Viet Le
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| title | conference | date |
|---|---|---|
| Investigating the feasibility of finger identification on capacitive touchscreens using deep ... | IUI 2019 | 2019-03-17 |
Study collects a representative dataset of 455,709 capacitive images from a Nexus 5 (27×15 pixel touch maps), trains CNNs on raw pixels and achieves a… | ||
| InfiniTouch: Finger-Aware Interaction on Fully Touch Sensitive Smartphones | UIST 2018 | 2018-10-14 |
A phone prototype uses two Nexus 5 units and an Arduino with capacitive sensors on front, back and three sides to capture low‑res “capacitive images”; a… | ||
| Estimating the Finger Orientation on Capacitive Touchscreens Using Convolutional Neural Networks | ACM ISS 2017 | 2017-10-18 |
Provides a ground-truth dataset (≈500k labeled touches from 33 participants tracked with motion capture) and shows raw capacitive matrices fed to models in… | ||
| PredicTouch: A System to Reduce Touchscreen Latency using Neural Networks and Inertial ... | ACM ISS 2017 | 2017-10-18 |
PredicTouch uses wrist, finger, or stylus IMUs plus a multi-layer feedforward neural network (500/400/300 units, AdaGrad, outputs X/Y every 16 ms) to predict… | ||
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