Changing the Image Memorability: From Basic Photo Editing to GANs

Understand

Memorability is considered to be an important characteristic of visual content, whereas for advertisement and educational purposes it is often crucial.

• Despite numerous studies on understanding and predicting image memorability, there are almost no achievements in memorability modification.
• In this work, we study two approaches to image editing - GAN and classical image processing - and show their impact on memorability.
• The visual features which influence memorability directly stay unknown till now, hence it is impossible to control it manually.