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Research questionHow can image editors infer edit regions and preserve non-target content without introducing artifacts?Image editors must localize intended changes while keeping the rest of an image faithful to its original content. Region-estimation errors and preservation corrections can themselves create visible distortions.
AI
Computer Vision
Image & Video Processing
Image Generation
Research Paper
Latest papersRecent research connected to this question, newest first.SR-Edit: Region-Aware Image Editing via Self-RefinementApplies to generative image editing systems that automatically separate edit and non-edit regions. The source reports experiments on preservation and overall image quality but does not specify a particular base model or editing interface.research paper · Sep 2, 2026
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