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Compressed Animated Light Fields with Real-Time View-Dependent Reconstruction

机译:具有依赖于视图的实时重建的压缩动画光场

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We propose an end-to-end solution for presenting movie quality animated graphics to the user while still allowing the sense of presence afforded by free viewpoint head motion. By transforming offline rendered movie content into a novel immersive representation, we display the content in real-time according to the tracked head pose. For each frame, we generate a set of cubemap images per frame (colors and depths) using a sparse set of of cameras placed in the vicinity of the potential viewer locations. The cameras are placed with an optimization process so that the rendered data maximise coverage with minimum redundancy, depending on the lighting environment complexity. We compress the colors and depths separately, introducing an integrated spatial and temporal scheme tailored to high performance on GPUs for Virtual Reality applications. A view-dependent decompression algorithm decodes only the parts of the compressed video streams that are visible to users. We detail a real-time rendering algorithm using multi-view ray casting, with a variant that can handle strong view dependent effects such as mirror surfaces and glass. Compression rates of 150:1 and greater are demonstrated with quantitative analysis of image reconstruction quality and performance.
机译:我们提出了一种端到端的解决方案,用于向用户呈现电影质量的动画图形,同时仍然允许自由视点头部运动提供临场感。通过将脱机渲染的电影内容转换为新颖的沉浸式表示,我们根据跟踪的头部姿势实时显示内容。对于每一帧,我们使用放置在潜在观看者位置附近的稀疏摄像机组,每帧生成一组立方体贴图图像(颜色和深度)。通过优化过程放置摄像机,以便根据照明环境的复杂性,渲染的数据以最小的冗余最大化覆盖范围。我们分别压缩颜色和深度,引入针对虚拟现实应用程序的GPU量身定制的集成时空方案。基于视图的解压缩算法仅解码用户可见的压缩视频流部分。我们详细介绍了使用多视图射线投射的实时渲染算法,其变体可以处理依赖于强视图的效果,例如镜面和玻璃。通过对图像重建质量和性能的定量分析证明了150:1或更高的压缩率。

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