Adaptively-Realistic Image Generation from Stroke and Sketch with Diffusion Model. (arXiv:2208.12675v2 [cs.CV] UPDATED)

Generating images from hand-drawings is a crucial and fundamental task in
content creation. The translation is difficult as there exist infinite
possibilities and the different users usually expect different outcomes.
Therefore, we propose a unified framework supporting a three-dimensional
control over the image synthesis from sketches and strokes based on diffusion
models. Users can not only decide the level of faithfulness to the input
strokes and sketches, but also the degree of realism, as the user inputs are
usually not …

arxiv diffusion diffusion model generation image image generation stroke