Automatic Controllable Colorization via Imagination

arXiv:2404.05661v1 Announce Type: new
Abstract: We propose a framework for automatic colorization that allows for iterative editing and modifications. The core of our framework lies in an imagination module: by understanding the content within a grayscale image, we utilize a pre-trained image generation model to generate multiple images that contain the same content. These images serve as references for coloring, mimicking the process of human experts. As the synthesized images can be imperfect or different from the original grayscale image, …

arxiv colorization cs.cv imagination type via