Titlebook: Human Motion - Understanding, Modeling, Capture and Animation; Second Workshop, Hum Ahmed Elgammal,Bodo Rosenhahn,Reinhard Klette Conferenc

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Multi Person Tracking Within Crowded Scenesowded scene which contains complex interactions and heavy occlusions of people. Our approach uses the strengths of two separate methods; a global object detector and a localised frame by frame tracker. A temporal relationship model of torso detections built during low activity period, is used to fur

aptitude

Joint Appearance and Deformable Shape for Nonparametric Segmentationn terms of a similarity measure, a ROI defined in a reference frame. A similarity measure can combine color histograms and geometry information into a joint PDF. Geometric information are basically interior region coordinates. We propose a system of shape coordinates constant under shape deformation

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Semi-Latent Dirichlet Allocation: A Hierarchical Model for Human Action Recognitionf-words” representation, where each frame corresponds to a “word”. The major difference between our model and previous latent topic models for recognition problems in computer vision is that, our model is trained in a “semi-supervised” way. Our model has several advantages over other similar models.

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archetype

Human Action Recognition Using Distribution of Oriented Rectangular Patchesce is represented by oriented rectangular patches extracted over the whole body. Then, spatial oriented histograms are formed to represent the distribution of these rectangular patches. In order to carry the information from the spatial domain described by the bag-of-rectangles descriptor to tempora

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