AI RESEARCH
Edit Fidelity Field: Semantics-Aware Region Isolation for Training-Free Scene Text Editing
arXiv CS.CV
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ArXi:2604.17500v1 Announce Type: new Scene text editing (STE) has achieved remarkable progress in accurately rendering target text through diffusion-based methods. However, we identify a critical yet overlooked problem: edit spillover -- when editing a target text region, existing methods inadvertently modify non-target regions, particularly neighboring text.