Face Transfer with Generative Adversarial Network

17 Oct 2017 Runze Xu Zhiming Zhou Wei-Nan Zhang Yong Yu

Face transfer animates the facial performances of the character in the target video by a source actor. Traditional methods are typically based on face modeling... (read more)

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Methods used in the Paper


METHOD TYPE
Batch Normalization
Normalization
Residual Connection
Skip Connections
ReLU
Activation Functions
Tanh Activation
Activation Functions
Residual Block
Skip Connection Blocks
Instance Normalization
Normalization
Convolution
Convolutions
Leaky ReLU
Activation Functions
Sigmoid Activation
Activation Functions
GAN Least Squares Loss
Loss Functions
Cycle Consistency Loss
Loss Functions
CycleGAN
Generative Models
PatchGAN
Discriminators