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DYNAMIC REAL-TIME GENERATION OF THREE-DIMENSIONAL AVATAR MODELS OF USERS BASED ON LIVE VISUAL INPUT OF USERS' APPEARANCE AND COMPUTER SYSTEMS AND COMPUTER-IMPLEMENTED METHODS DIRECTED TO THEREOF
DYNAMIC REAL-TIME GENERATION OF THREE-DIMENSIONAL AVATAR MODELS OF USERS BASED ON LIVE VISUAL INPUT OF USERS' APPEARANCE AND COMPUTER SYSTEMS AND COMPUTER-IMPLEMENTED METHODS DIRECTED TO THEREOF
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机译:基于用户外观和计算机系统实时可视化输入的三维三维用户模型的动态实时生成
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摘要
In some embodiments, the present invention provides for a computer system that may include a camera component configured to acquire a visual content, where the visual content includes a plurality of frames having a visual representation of a person's face; and a processor configured to: train a face detection regressor with a synthetic face model database to obtain a face detection trained regressor; apply, for each frame, the face detection trained regressor to detect or to track the face based on facial features, local features, and a pre-defined hyperparameter; construct an intermediate multi-dimensional face model; apply machine learning to determine features of an intermediate multi-dimensional head model; construct a multi-dimensional avatar; and utilize the multi-dimensional avatar to perform an activity associated with the person.
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