Gesture recognition using mobile phone's inertial sensors

Xian, Wan and Tarrío Alonso, Paula and Metola Moreno, Eduardo and Bernardos Barbolla, Ana M. and Casar Corredera, Jose Ramon (2012). Gesture recognition using mobile phone's inertial sensors. In: "Workshop on User-Centric Technologies and Applications", 30/04/2012 - 30/04/2012, Salamanca, Spain. pp. 173-184. https://doi.org/10.1007/978-3-642-28765-7_21.

Description

Title: Gesture recognition using mobile phone's inertial sensors
Author/s:
  • Xian, Wan
  • Tarrío Alonso, Paula
  • Metola Moreno, Eduardo
  • Bernardos Barbolla, Ana M.
  • Casar Corredera, Jose Ramon
Item Type: Presentation at Congress or Conference (Article)
Event Title: Workshop on User-Centric Technologies and Applications
Event Dates: 30/04/2012 - 30/04/2012
Event Location: Salamanca, Spain
Title of Book: Workshop on User-Centric Technologies and Applications
Date: 2012
Subjects:
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The availability of inertial sensors embedded in mobile devices has enabled a new type of interaction based on the movements or “gestures” made by the users when holding the device. In this paper we propose a gesture recognition system for mobile devices based on accelerometer and gyroscope measurements. The system is capable of recognizing a set of predefined gestures in a user-independent way, without the need of a training phase. Furthermore, it was designed to be executed in real-time in resource-constrained devices, and therefore has a low computational complexity. The performance of the system is evaluated offline using a dataset of gestures, and also online, through some user tests with the system running in a smart phone.

More information

Item ID: 20952
DC Identifier: http://oa.upm.es/20952/
OAI Identifier: oai:oa.upm.es:20952
DOI: 10.1007/978-3-642-28765-7_21
Deposited by: Memoria Investigacion
Deposited on: 14 Oct 2013 18:00
Last Modified: 21 Apr 2016 11:03
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