Scene Text Editing

Scene text editing focuses on modifying text within images while preserving the original image style and background. Recent research heavily utilizes diffusion models, often incorporating modules for fine-grained control over text generation (e.g., glyph conditioning) and style preservation, addressing challenges posed by diverse languages and complex backgrounds. This field is significant for its potential applications in image manipulation, document correction, and various other image processing tasks, with ongoing efforts to improve text fidelity, style consistency, and robustness across different text styles and languages.