Single-Line Drawing Generation via Semantics-Driven Optimization
Line drawings are a highly expressive art form that requires the artist to abstract and distill the essence of their subject. We present the first semantics-driven method for automatically generating single-line drawings in vector format, guided either by a text prompt describing the concept or an input image depicting it. Our approach leverages score distillation sampling to optimize the parameters of a uniform rational B-spline (URBS) curve, ensuring that the drawing consists of a single continuous stroke by design. This representation provides fine-grained control over the level of detail, while additional loss terms allow us to steer the final artistic style. We demonstrate that our m...
| Authors | Tanguy Magne, Alexandre Binninger, Ruben Wiersma et al. |
|---|---|
| Primary category | cs.GR |
| Published | 1 June 2026 |
| Last updated at source | 1 June 2026 |
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