Browsing by Keywords "Activity recognition"
Now showing items 1-5 of 5
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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 ... -
Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers
(IEEE, 2012-04)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 ... -
Knives are picked before slices are cut: Recognition through activity sequence analysis
(Association for Computing Machinery, 2013)In this paper, we introduce a model to classify cooking activities using their visual and temporal coherence information. We fuse multiple feature descriptors for fine-grained activity recognition as we would need every ... -
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 ... -
Two-person interaction recognition via spatial multiple instance embedding
(Academic Press Inc., 2015)Abstract In this work, we look into the problem of recognizing two-person interactions in videos. Our method integrates multiple visual features in a weakly supervised manner by utilizing an embedding-based multiple instance ...
