Using Bayes and Image Morphology for Markerless Human Motion Capture
Pedro Correa
Broschiertes Buch

Using Bayes and Image Morphology for Markerless Human Motion Capture

A Simple Approach for Natural Interaction Environments

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This work presents a novel technique for 2D human motion capture using a single non calibrated camera. The user's five extremities (head, hands and feet) are extracted, labelled and tracked after silhouette segmentation. Since those are the minimal number of points that can be used in order to enable whole body gestural interaction, we will call these features the silhouette's crucial points. The crucial point candidates are defined as the local maxima of the geodesic distance with respect to the center of gravity of the actor region which lie on the silhouette boundary. In order to disambigua...