Unsupervised Holistic Image Generation from Key Local Patches

Understand

We introduce a new problem of generating an image based on a small number of key local patches without any geometric prior.

• In this work, key local patches are defined as informative regions of the target object or scene.
• This is a challenging problem since it requires generating realistic images and predicting locations of parts at the same time.
• We construct adversarial networks to tackle this problem.