We develop a new framework that can reconstruct the perceived faces from functional MRI signals. Inspired by the psychological evidences that face processing is transmitted along two distinct neuroanatomical visual pathways in human brain, our framework can efficiently extract the multidimensional information of facial expression and facial identity information from functional MRI signals for precise face image reconstruction.
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