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Temporal Matte Filter for Video Matting

机译:视频抠像的时间抠像过滤器

摘要

Methods and apparatus for temporal matte filtering. Temporal matte filtering methods are described that improve the temporal coherence of alpha mattes for a video sequence while maintaining the matte structures on individual frames. The temporal matte filter may implement a level-set-based matte averaging method. In the level-set-based matte averaging method, two or more input alpha mattes are obtained. Level set curves are generated for the two or more alpha mattes. An averaged level set is computed from the two or more level sets according to a distance-transform-based technique. A temporally smoothed alpha matte may then be reconstructed by interpolating pixel alpha values between the inner and outer level set curves of the averaged level set. The alpha mattes can be optionally warped towards a center frame according to an optical flow technique before the averaging operation performed by the temporal matte filter.
机译:用于时间遮罩滤波的方法和设备。描述了时间遮罩滤波方法,该方法改善了视频序列的alpha遮罩的时间相干性,同时保持了各个帧上的​​遮罩结构。时间遮罩滤波器可以实现基于水平集的遮罩平均方法。在基于水平集的遮罩平均方法中,获得了两个或多个输入alpha遮罩。为两个或多个Alpha遮罩生成水平设置曲线。根据基于距离变换的技术,从两个或多个级别集中计算平均级别集。然后可以通过在平均水平集的内部和外部水平集曲线之间插值像素alpha值来重建时间平滑的alpha遮罩。在由时间遮罩滤波器执行平均操作之前,可以根据光流技术将Alpha遮罩选择性地扭曲到中心框架。

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