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Computer Vision Technology Applied to MR-Based Pre-visualization in Filmmaking

机译:计算机视觉技术在电影制作中基于MR的预可视化中的应用

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摘要

In this talk, we introduce the outline of gThe MR-PreViz Projecth performed in Japan. In the pre-production process of filmmaking, PreViz, pre-visualizing the desired scene by CGI, is used as a new technique. In its advanced approach, we propose MR-PreViz to utilize mixed reality technology as in current PreViz. MR-PreViz makes it possible to merge the real background and the computer-generated humans and creatures in an open set or at an outdoor location. Computer vision technologies are required for many aspects of MR-PreViz. For capturing an actor's action, we applied 3D Video, which is a technology that allows one to reconstruct an image seen from any viewpoint in real time from video images taken by multiple cameras. As the other application of CV, we developed a vision based camera tracking method. The method collects environmental information required for tracking efficiently using a structure-from-motion technique before the shooting. Additionally, we developed a relighting technique for lighting design of MR-PreViz movie.
机译:在本次演讲中,我们介绍了在日本进行的MR-PreViz Projecth的概述。在电影制作的预生产过程中,使用PreViz(通过CGI对所需场景进行预可视化)作为一种新技术。在其高级方法中,我们建议MR-PreViz像当前的PreViz一样利用混合现实技术。 MR-PreViz可以将真实背景与计算机生成的人类和生物融合在开放的环境中或在室外的位置。 MR-PreViz的许多方面都需要计算机视觉技术。为了捕获演员的动作,我们应用了3D视频技术,该技术可让人们从多台摄像机拍摄的视频图像中实时重建从任何视点看到的图像。作为CV的另一个应用程序,我们开发了一种基于视觉的摄像机跟踪方法。该方法在拍摄之前使用动态结构技术来收集有效跟踪所需的环境信息。此外,我们为MR-PreViz电影的照明设计开发了一种重新照明技术。

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