The missing interface: Micro-gestures on augmented objects

Klen Čopič Pucihar, Wolfgang Huerst, Hirokazu Kato, Christian Sandor, Alexander Plopski, Luis A. Leiva, Matjazč Kljun, Takafumi Taketomi

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaAbstractScientificvertaisarvioitu

Abstrakti

Augmenting arbitrary physical objects with digital content leads to the missing interface problem, because those objects were never designed to incorporate such digital content and so they lack a user interface. A review of related work reveals that current approaches fail due to limited detection fidelity and spatial resolution. Our proposal, based on Google Soli's radar sensing technology, is designed to detect micro-gestures on objects with sub-millimeter precision. Preliminary results with a custom gesture set show that Soli's core features and traditional machine learning models (Random Forest and Support Vector Machine) do not lead to robust recognition accuracy, and so more advanced techniques should be used instead, possibly incorporating additional sensor features.

AlkuperäiskieliEnglanti
DOI - pysyväislinkit
TilaJulkaistu - 2 toukokuuta 2019
OKM-julkaisutyyppiEi oikeutettu
TapahtumaACM SIGCHI Annual Conference on Human Factors in Computing Systems - Glasgow, Iso-Britannia
Kesto: 4 toukokuuta 20199 toukokuuta 2019
https://chi2019.acm.org/

Conference

ConferenceACM SIGCHI Annual Conference on Human Factors in Computing Systems
LyhennettäACM CHI
MaaIso-Britannia
KaupunkiGlasgow
Ajanjakso04/05/201909/05/2019
www-osoite

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  • Projektit

    Tietoliikenne- ja tietoverkkotekniikan laitos

    Oulasvirta, A., Leiva, L., Laine, M. & Todi, K.

    01/09/201831/08/2022

    Projekti: Academy of Finland: Other research funding

    Siteeraa tätä

    Pucihar, K. Č., Huerst, W., Kato, H., Sandor, C., Plopski, A., Leiva, L. A., ... Taketomi, T. (2019). The missing interface: Micro-gestures on augmented objects. Abstraktin lähde: ACM SIGCHI Annual Conference on Human Factors in Computing Systems, Glasgow, Iso-Britannia. https://doi.org/10.1145/3290607.3312986