...Yuxuan Guo; Dingding Chen; Kaixuan Liu Purpose To address the insufficient application of traditional Chinese-style fur elements in modern new Chinese-style design and issues of poor detail retention, semantic deviation, and overfitting in existing style transfer methods based on Stable Diffusion...

... network style transfer algorithm, the introduction of the texture-constrained embroidery style transfer model TCGAN can effectively learn the characteristics of style images, generate digital embroidery works with clear texture and natural stitches and achieve more realistic embroidery simulation effects...