Browsing by Keywords "Human activities"
Now showing items 1-11 of 11
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The analysis of wearable motion sensors in human activity recognition based on mutual information criterion
(IEEE Computer Society, 2014)Selecting a suitable sensor configuration is an important aspect of recognizing human activities with wearable motion sensors. This problem encompasses selecting the number and type of the sensors, their position on the ... -
Human activity classification using vibration and PIR sensors
(2012)Fall detection is an important problem for elderly people living independently and people in need of care. In this paper, a fall detection method using seismic and passive infrared (PIR) sensors is proposed. Fast Fourier ... -
Human activity classification with miniature inertial and magnetic sensor signals
(2011)This study provides a comparative performance assessment of various pattern recognition techniques on classifying human activities that are performed while wearing miniature inertial and magnetic sensors. Activities are ... -
Human activity classification with miniature inertial and magnetic sensors
(2011)This study provides a comparative performance assessment of various pattern recognition techniques on classifying human activities that are performed while wearing miniature inertial and magnetic sensors. Human activities ... -
Human activity recognition using inertial/magnetic sensor units
(2010)This paper provides a comparative study on the different techniques of classifying human activities that are performed using body-worn miniature inertial and magnetic sensors. The classification techniques implemented and ... -
Human activity recognition using tag-based localization
(2012)This paper provides a comparative study on the different techniques of classifying human activities using a tag-based radio-frequency (RF) localization system. Non-uniformly-sampled data containing position measurements ... -
Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers
(2012)In this paper, data acquired from five sensory units mounted on the human body, each containing a tri-axial accelerometer, gyroscope, and magnetometer, during 19 different human activities is used to calculate inter-subject ... -
PIR-sensor based human motion event classification
(2008)In this paper, we use a modified Passive Infrared Radiation or Pyroelectric InfraRed (PIR) sensor to classify 5 different human motion events with one additional 'no action' event. Event detection enables new applications ... -
Recognizing daily and sports activities in two open source machine learning environments using body-worn sensor units
(Oxford University Press, 2014-11)This study provides a comparative assessment on the different techniques of classifying human activities performed while wearing inertial and magnetic sensor units on the chest, arms and legs. The gyroscope, accelerometer ... -
Searching for complex human activities with no visual examples
(2008)We describe a method of representing human activities that allows a collection of motions to be queried without examples, using a simple and effective query language. Our approach is based on units of activity at segments ... -
Sensor-activity relevance in human activity recognition with wearable motion sensors and mutual information criterion
(Springer Verlag, 2014)Selecting a suitable sensor configuration is an important aspect of recognizing human activities with wearable motion sensors. This problem encompasses selecting the number and type of the sensors, configuring them on the ...
