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System and method for depth extraction of images with forward and backward depth prediction

机译:具有前向和后向深度预测的图像深度提取系统和方法

摘要

A system and method for spatiotemporal depth extraction of images with forward and backward depth prediction are provided. The system and method of the present disclosure provide for acquiring a plurality of frames, generating a first depth map of a current frame in the plurality of frames based on a depth map of a previous frame in the plurality of frames, generating a second depth map of the current frame in the plurality of frames based on a depth map of a subsequent frame in the plurality of frames, and processing the first depth map and the second depth map to produce a third depth map for the current frame.
机译:提供了一种用于具有前向和后向深度预测的图像的时空深度提取的系统和方法。本公开的系统和方法提供用于获取多个帧,基于多个帧中的先前帧的深度图,生成多个帧中的当前帧的第一深度图,生成第二深度图。基于多个帧中的后续帧的深度图,对多个帧中的当前帧进行深度估计,并处理第一深度图和第二深度图以产生当前帧的第三深度图。

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