This publication describes predictive modeling techniques for adaptive face retouching according to a predictive model on a computing device. The adaptive face retouching enables preservation of important features that may depict diversity, persona, and uniqueness in images where retouching is applied by a computer. In the techniques, an algorithm may be implemented to balance image attributes from a variety of sources and categories. The algorithm may further reduce unnecessary, redundant processing on the computing device by storing computed attributes within a facial attribute database. As such, diverse facial features may be maintained while allowing adequate face retouching without requiring overuse of computing resources.
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Hong, Wei; Lin, Shengyi; and Wei, Li, "Predictive Modeling Techniques for Adaptive Face Retouching", Technical Disclosure Commons, (April 05, 2021)