Author

Xue-Song Niu

2 papers indexed here

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Preprint Aug 2026

Dior: Drawing the Light of Image via Material-Decoupled Illumination Representation

Controllable image relighting is an important problem in image editing, and hand-drawn scribbles provide an intuitive interface for specifying the desired illumination. However, existing methods do not establish a consistent and effective mapping between scribble inputs and relighting results, limiting their ability to...

Xuan-Pu Zhang, Xue-Song Niu, Hao-Xiang Cao et al. · 0 citations

Jul 2026

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

This work proposes MetaView, a diffusion-based monocular novel view synthesis framework that enables rendering under large view changes from a single image and incorporates implicit geometry priors from a feed-forward geometry perception network to regularize structure without imposing restrictive reconstruction pipeli...

Yufei Cai, Xue-Song Niu, Hao Lu et al. · arXiv.org · 0 citations