AI RESEARCH

CalliMaster: Mastering Page-level Chinese Calligraphy via Layout-guided Spatial Planning

arXiv CS.CV

ArXi:2603.12482v1 Announce Type: new Page-level calligraphy synthesis requires balancing glyph precision with layout composition. Existing character models lack spatial context, while page-level methods often compromise brushwork detail. In this paper, we present \textbf{CalliMaster}, a unified framework for controllable generation and editing that resolves this conflict by decoupling spatial planning from content synthesis. Inspired by the human cognitive process of ``planning before writing'', we.