Detecting Human Behavior Models From Multimodal Observation in a Smart Home

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Space-Time Representation of People Based on 3D Skeletal Data: A Review (2016, background): “As an integral component of reasoning systems, approaches to construct human representations have been widely used in a variety of real-world applications, including video analysis [1], surveillance [2], robotics [3], humanmachine interaction [4], augmented and virtual reality [5], assistive living ”
4-dimensional local spatio-temporal features for human activity recognition (2011, methodology): “A simple technique is to apply a 3D centroid trajectory as features to identify human activities in 3D visual data, in which a human is represented as a point that indicates the 3D location of the human in the visual data [3].”