VHS to HDTV Video Translation using Multi-task Adversarial Learning

7 Jan 2021 Hongming Luo Guangsen Liao Xianxu Hou Bozhi Liu Fei Zhou Guoping Qiu

There are large amount of valuable video archives in Video Home System (VHS) format. However, due to the analog nature, their quality is often poor... (read more)

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