IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations

Overall framework

Abstract

IDArb is a diffusion-based method for intrinsic decomposition from an arbitrary number of images under varying illuminations. It uses cross-view, cross-domain attention and illumination-augmented view-adaptive training to estimate multi-view consistent normals and material properties.

Publication
In International Conference on Learning Representations (ICLR)
Tong WU 吴桐
Tong WU 吴桐
Assistant Professor @ Fudan

My research interests include 3d vision, long-tailed recognition, and robustness.

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