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METHOD FOR GENERATING DEPTH MAPS FOR CONVERTING MOVING 2D IMAGES TO 3D

机译:生成深度图以将2D图像转换为3D的方法

摘要

METHOD FOR GENERATING DEPTH MAPS FOR CONVERTING MOVING 2D IMAGES TO 3D. A 2D moving image comprises a series of still images known as current frame (K), previous frame (K-1) and so on. The method generates depth maps to convert 2D images to 3D. To do so, the method comprises a first step in which a pyramid of scaled versions of the current frame and the previous frame are generated, a second step in which the optical flow between the current and previous pyramids is calculated, a third step in which the image-point-oriented depth map is calculated, a fourth step in which image segments in the current frame are generated, a fifth step in which a depth map focused on said segments is calculated, obtaining a segment-oriented depth map, and a sixth step in which the segment-oriented maps relating to the current and previous frames are integrated, providing the final map for the current frame.
机译:生成用于将2D图像转换为3D的深度图的方法。 2D运动图像包括一系列静止图像,称为当前帧(K),先前帧(K-1)等。该方法生成深度图以将2D图像转换为3D。为此,该方法包括第一步,其中生成当前帧和先前帧的缩放版本的金字塔,第二步,计算当前金字塔与先前金字塔之间的光流,第三步,其中计算面向图像点的深度图,第四步骤,生成当前帧中的图像片段,第五步骤,计算聚焦于所述片段的深度图,获得面向片段的深度图,以及第六步,将与当前帧和前一帧有关的面向片段的映射图整合在一起,为当前帧提供最终映射图。

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