CCS Concepts: • General and reference → Surveys and overviews.

1 INTRODUCTION

2 DEVELOPMENTS OF GANS

3 POPULAR GANS FOR IMAGE APPLICATIONS
3.1 GANs on big samples for image applications
3.2 GANs on small samples for image applications

4 GANS FOR IMAGE SUPER-RESOLUTIONS
4.1 Supervised GANs for image super-resolution
4.2 Semi-supervised GANs for image super-resolution
4.3 Unsupervised GANs for image super-resolution

5 COMPARING PERFORMANCE OF GANS FOR IMAGE SUPER-RESOLUTION
5.1 Datasets
5.2 Environment configurations
5.3 Experimental results

6 CHALLENGES AND DIRECTIONS OF GANS FOR IMAGE SUPER-RESOLUTION

7 CONCLUSION