학술논문

Photo-Realistic Exemplar-Based Face Ageing
Document Type
Conference
Source
2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) Automatic Face & Gesture Recognition (FG 2019), 2019 14th IEEE International Conference on. :1-8 May, 2019
Subject
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Face
Aging
Shape
Strain
Three-dimensional displays
Solid modeling
Skin
Language
Abstract
We propose a photo-realistic method for artificially ageing facial photographs by combining learned shape deformations with skin detail transfer between a donor and a receiver face. Facial ageing is a complicated process that most existing face models, such as 3d Morphable Models fail to express, due to lacking correspondence between the wrinkles of different individuals. We propose an exemplar-based approach to face ageing, where we transfer high-frequency details from an older face texture to a younger receiver. By warping the resulting image according to a learned shape ageing deformation, we obtain photo-realistic aged photographs. We evaluate the simulator with human perception experiments showing that we can indeed create results that are perceived to be real.