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

Preprint Jul 2026

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

Current visual generation models are capable of producing high-quality content, yet they lack a coherent perception of the spatial structure. Existing generative novel view synthesis methods typically introduce explicit geometry priors, which enforce spatial consistency but inherently restrict generalization in large v...

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