Browsing by Keywords "Human activity recognition"
Now showing items 1-11 of 11
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Activity recognition invariant to position and orientation of wearable motion sensor units
(Bilkent University, 2019-04)We propose techniques that achieve invariance to the placement of wearable motion sensor units in the context of human activity recognition. First, we focus on invariance to sensor unit orientation and develop three ... -
Activity recognition invariant to sensor orientation with wearable motion sensors
(MDPI AG, 2017)Most activity recognition studies that employ wearable sensors assume that the sensors are attached at pre-determined positions and orientations that do not change over time. Since this is not the case in practice, it is ... -
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 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
(IEEE, 2012-04)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 ... -
Human activity recognition using tag-based radio frequency localization
(Taylor and Francis Inc., 2016)This article provides a comparative study on the different techniques of classifying human activities using tag-based radio-frequency (RF) localization. A publicly available dataset is used where the position data of ... -
Human activity recognition with different artificial neural network based classifiers
(Institute of Electrical and Electronics Engineers Inc., 2017)Human Activity Recognition is a popular topic of research, with the importance it carries and its limited feature vector, to reach high success rates because of the difficulty faced in classification. With the increase of ... -
Multiple view human activity recognition
(Bilkent University, 2012)This thesis explores the human activity recognition problem when multiple views are available. We follow two main directions: we first present a system that performs volume matching using constructed 3D volumes from ... -
Pedestrian dead reckoning employing simultaneous activity recognition cues
(Institute of Physics Publishing, 2012-01-11)We consider the human localization problem using body-worn inertial/magnetic sensor units. Inertial sensors are characterized by a drift error caused by the integration of their rate output to obtain position information. ... -
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 ...
