Mastering Page-Level Chinese Calligraphy via Layout-Guided Spatial Planning
9 hours ago
- #Chinese Calligraphy Synthesis
- #Layout Planning
- #Diffusion Transformer
- CalliMaster is a unified framework for controllable generation and editing of page-level Chinese calligraphy.
- It decouples spatial planning from content synthesis via a coarse-to-fine pipeline (Text → Layout → Image).
- A spatial planning stage predicts character bounding boxes to establish global spatial arrangement.
- The layout serves as a geometric prompt for content synthesis to render high-fidelity brushwork.
- The framework supports controllable semantic re-planning, artifact restoration, and forensic analysis.