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Paper · arXiv

Parallax Portrait Matting

Image matting is highly ill-posed, especially when both the foreground and background are richly textured. While single-image matting methods learn strong priors from data, they often struggle on these challenging cases. Existing approaches improve results by requiring additional signals such as green screens, polarized lighting, or clean background images, but these typically rely on specialized capture setups. We present Parallax Portrait Matting, a practical two-frame matting method that uses a second image captured with slight viewpoint change. Such a setting arises naturally in burst photography, where small camera motion induces foreground-background parallax and provides complement...

AuthorsXin Cai, Jiawen Chen, Lars Jebe et al.
Primary categorycs.CV
Published13 July 2026
Last updated at source13 July 2026
cs.CV
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