Point2pix-Zero: Point-driven refined diffusion for multi-object image editing

doi:10.1016/j.patcog.2025.112041

Point2pix-Zero: Point-driven refined diffusion for multi-object image editing

2025-07-04

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DOI：10.1016/j.patcog.2025.112041

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• We propose a novel point-driven framework for inference-time image editing. • Our method edits objects from a few points, automatically identifying visual and semantic information. • We introduce a refined diffusion strategy to mitigate visual and semantic mismatches during editing. • Extensive experiments on single and multi-object images demonstrate our approach’s efficacy.

Point2pix-Zero: Point-driven refined diffusion for multi-object image editing

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