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MovieReshape: Tracking and reshaping of humans in videos

机译:MovieReshape:在视频中跟踪和重塑人类

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摘要

We present a system for quick and easy manipulation of the body shape and proportions of a human actor in arbitrary video footage. The approach is based on a morphable model of 3D human shape and pose that was learned from laser scans of real people. The algorithm commences by spatio-temporally fitting the pose and shape of this model to the actor in either single-view or multi-view video footage. Once the model has been fitted, semantically meaningful attributes of body shape, such as height, weight or waist girth, can be interactively modified by the user. The changed proportions of the virtual human model are then applied to the actor in all video frames by performing an image-based warping. By this means, we can now conveniently perform spatio-temporal reshaping of human actors in video footage which we show on a variety of video sequences.
机译:我们提出了一个系统,用于在任意视频片段中快速轻松地操纵人类演员的体型和比例。该方法基于从真人的激光扫描中学习的3D人体形状和姿势的可变形模型。该算法首先在时空上将该模型的姿势和形状拟合到单视图或多视图视频片段中的演员身上。拟合模型后,用户可以交互式地修改体型的语义有意义的属性,例如身高、体重或腰围。然后,通过执行基于图像的变形,将虚拟人模型的更改比例应用于所有视频帧中的演员。通过这种方式,我们现在可以方便地在视频片段中对人类演员进行时空重塑,并在各种视频序列中显示。

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