VectorPainter: Advanced Stylized Vector Graphics Synthesis Using Stroke-Style Priors

Understand

We introduce VectorPainter, a novel framework designed for reference-guided text-to-vector-graphics synthesis.

• Based on our observation that the style of strokes can be an important aspect to distinguish different artists, our method reforms the task into synthesize a desired vector graphics by rearranging stylized strokes, which are vectorized from the reference images.
• Specifically, our method first converts the pixels of the reference image into a series of vector strokes, and then generates a vector graphic based on the input text description by optimizing the positions and colors of these vector strokes.
• To precisely capture the style of the reference image in the vectorized strokes, we propose an innovative vectorization method that employs an imitation learning strategy.