Browsing by Keywords "Activity recognition"
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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 ... -
Karşılıklı bilgi ölçütü kullanılarak giyilebilir hareket duyucu sinyallerinin aktivite tanıma amaçlı analizi
(IEEE, 2014-04)Giyilebilir hareket duyucuları ile insan aktivitelerinin saptanmasında, uygun duyucu yapılanışının seçimi önem taşıyan bir konudur. Bu konu, kullanılacak duyucuların sayısının, türünün, sabitlenecekleri konum ve yönelimin ... -
Knives are picked before slices are cut: Recognition through activity sequence analysis
(ACM, 2013-10)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, 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 ...