Artistic Super Resolution Imaging Algorithms

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Some fast super resolution imaging algorithms.

Artistic Angle Maps

Angle Maps Based Interpolation plus Artistic loss of information. This algorithm has particuar impressive renders with result images of Justin Johnson's fast algorithm for neural style transfer (https://github.com/jcjohnson/fast-neural-style). This is the interpolation behind this video https://www.youtube.com/watch?v=pJ5RgsPEYgM

Angle Maps

Angle Maps Based Interpolation

DCCI

Inspired by Directional Cubic Convolution Interpolation

Installation

1 Download the repository :

$ git clone https://github.com/alexis-jacq/image_scaling.git

2 The library uses a standard CMake workflow:

$ mkdir build && cd build
$ cmake ..
$ make

Usage

Artistic Angle Maps:

$ ./artisticAM picture_name scaled_picture_name

Angle Maps:

$ ./AM picture_name scaled_picture_name

DCCI:

$ ./DCCI picture_name scaled_picture_name