Image Super Resolution

GAN based Super Resolution

Low Resolution Image

High Resolution Images

Examples

Fourier Upsampling

Low Resolution Image

High Resolution Images

Examples

Autoencoder based Super Resolution

Low Resolution Image

High Resolution Images

Examples

ESPCN based Super Resolution

Low Resolution Image

High Resolution Images

Examples

Random Forest based Super Resolution

Low Resolution Image

High Resolution Images

Examples

Edge Directed Interpolation

Low Resolution Image

High Resolution Image

Examples

RCAN based Super Resolution

Low Resolution Image

High Resolution Image

Examples

SRCNN based Super Resolution

Low Resolution Image

High Resolution Image

Examples

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