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Super-Resolution Stereo- and Multi-View Synthesis from Monocular Video Sequences

机译:单眼视频序列的超高分辨率立体和多视图合成

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This paper presents a new approach for generation of super-resolution stereoscopic and multi-view video from monocular video. Such multi-view video is used for instance with multi-user 3D displays or auto-stereoscopic displays with head-tracking to create a depth impression of the observed scenery. Our approach is an extension of the realistic stereo view synthesis (RSVS) approach which is based on structure from motion techniques and image-based rendering to generate the desired stereoscopic views for each point in time. The extension relies on an additional super-resolution mode which utilizes a number of frames of the original video sequence to generate a virtual stereo frame with higher resolution. The algorithm is tested on several TV broadcast videos, as well as on sequences captured with a single handheld camera and sequences from the well known BBC documentation "Planet Earth". Finally, some simulation results will show that RSVS is quite suitable for super-resolution 2D-3D conversion.
机译:本文提出了一种从单眼视频生成超分辨率立体和多视图视频的新方法。这样的多视图视频例如与具有头部跟踪的多用户3D显示器或自动立体显示器一起使用,以创建所观察风景的深度印象。我们的方法是对现实立体视图合成(RSVS)方法的扩展,该方法基于运动技术的结构和基于图像的渲染以为每个时间点生成所需的立体视图。该扩展依赖于附加的超分辨率模式,该模式利用原始视频序列的许多帧来生成具有更高分辨率的虚拟立体声帧。该算法已在多个电视广播视频上进行了测试,并在单个手持摄像机捕获的序列上以及来自BBC著名文档“ Planet Earth”的序列上进行了测试。最后,一些仿真结果将表明RSVS非常适合超分辨率2D-3D转换。

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