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GENERATING PHYSIO-REALISTIC AVATARS FOR TRAINING NON-CONTACT MODELS TO RECOVER PHYSIOLOGICAL CHARACTERISTICS
GENERATING PHYSIO-REALISTIC AVATARS FOR TRAINING NON-CONTACT MODELS TO RECOVER PHYSIOLOGICAL CHARACTERISTICS
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机译:为培训非接触式型号生成物理逼真的头像以恢复生理特性
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摘要
Systems and methods are provided that are directed to generating video sequences including physio-realistic avatars. In examples, an albedo for an avatar is received, a sub-surface skin color associated with the albedo is modified based on physiological data associated with physiologic characteristic, and an avatar based on the albedo and the modified sub-surface skin color is rendered. The rendered avatar may then be synthesized in a frame of video. In some examples, a video including the synthesized avatar may be used to train a machine learning model to detect a physiological characteristic. The machine learning model may receive a plurality of video segments, where one or more of the video segments includes a synthetic physio-realistic avatar generated with the physiological characteristic. The machine learning model may be trained using the plurality of video segments. The trained model may be provided to a requesting entity.
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