The Face of Image Reconstruction: Progress, Pitfalls, Prospects

The visual content of human face representations can be derived through image reconstruction at an unprecedented level of detail. The neural underpinnings of psychological face representations can be elucidated via image reconstruction from behavioral and multiple types of neural data. Facial image reconstruction capitalizes on the structure of face space and also serves to validate its representational properties. The recovery of face...