AI RESEARCH

SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing

arXiv CS.CV

ArXi:2512.14140v2 Announce Type: replace Sketch editing requires jointly handling high-level semantic changes and precise local redrawing, a combination that is particularly challenging for sparse, style-sensitive line art. Unlike natural images, sketches rely on minimal visual cues, making it difficult for existing methods to reconcile global semantic modifications with fine-grained structural control while preserving overall coherence.