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Modeling face memory reveals task-generalizable representations

Jiayu Zhan, Oliver G. B. Garrod, Nicola van Rijsbergen and Philippe G. Schyns

Mental representation has to be:

  • Accurate enough - identifying a face among other faces
  • Versatile enough - identifying a face in different angles, ages etc

modeled 3-dim representational contents of 4 faces

  • Created by reverse-correlating identity information
  • Validated using generalized identity judgements - change in viewpoints, age, sex
  • Modeled identity information in a face space that belongs to the broad class of 3D morphable active appearance models (AAMs) of facial synthesis - these models contain full 3D surface and 2D texture info about faces

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