Kaoru Ota

One-Shot Reference-based Structure-Aware Image to Sketch Synthesis

Generating sketches that accurately reflect the content of reference images presents numerous challenges. Current methods either require paired training data or fail to accommodate a wider range and diversity of sketch styles. While pre-trained diffusion models have shown strong text-based control c…