CVPR2025

Birth and Death of a Rose

Chen Geng, Yunzhi Zhang, Shangzhe Wu, Jiajun Wu

Abstract

Figure 1 . The lifespan of a rose's object intrinsics generated with our method. We present a pipeline to generate temporally evolving sequences of 3D objects' geometry and material properties, including albedo, roughness, and metallic parameters (only albedo is shown here), as shown in (a), by distilling from 2D foundation models without any 3D data. As shown in (b), the generated assets can be rendered from any viewpoints and lighting conditions (environment map shown in the last row). See the supplemental website for animations.