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CVPR2025Top-tier venue

PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model

Xiang Gao, Shuai Yang, Jiaying Liu

2025Year
3Top-tier citations

Abstract

cn "forest path, painting" "ruins" "laboratory" "harbor, oil painting" "stones" "leaves" reference "desert" "music room, painting" * Corresponding author. asynchronous phase transfer to enable flexible control over the degree of hidden content discernability. Our method bypasses any model training and fine-tuning process, all while substantially outperforming related methods in image quality, text fidelity, visual discernibility, and contextual naturalness for illusion picture synthesis, as demonstrated by extensive qualitative and quantitative experiments. Our

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