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Virtual View Synthesis for Multi-view 3D Display

机译:用于多视图3D显示的虚拟视图综合

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摘要

Virtual view synthesis is an important technique for multi-view 3D display. This makes that multi-view images for 3D display can be created by only two-view images. An efficient virtual view synthesis method was proposed based on disparity map and image interpolation. An adaptive weight stereo matching approach was adopted to obtain the initial disparity map. Cross-checking technique was utilized to detect occlusion regions. Then disparities in occluded regions were refined. Pixel domain matches were defined by refined disparity map, and virtual view was created using a weighted average of two original images. The proposed method was tested with several image pairs. Experimental results show our method can provide synthesized virtual images with high image quality, and lead to the experience of depth from different viewpoint through multi-view 3D display.
机译:虚拟视图合成是用于多视图3D显示的一项重要技术。这使得用于3D显示的多视图图像只能由两视图图像创建。提出了一种基于视差图和图像插值的有效虚拟视图合成方法。采用自适应权重立体声匹配方法来获得初始视差图。交叉检查技术用于检测遮挡区域。然后,对被遮挡区域的差异进行细化。像素域匹配通过改进的视差图定义,并且使用两个原始图像的加权平均值创建虚拟视图。所提出的方法已通过几个图像对进行了测试。实验结果表明,我们的方法可以提供高质量的合成虚拟图像,并通过多视图3D显示从不同的视角获得深度体验。

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