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2024年10月20日 · RGM论文提出一种Carvers的大规模合成汽车数据集，包含超过1000个高精度的3D车辆模型。 提出前馈模型，通过图像输入，输出全局照明和重照明3DGS原语融合BRDF参数来表示3D重建物体，实现快速精确3D汽车资产重建。

2024年10月10日 · We represent 3D objects using global illumination and relightable 3D Gaussian primitives integrating with BRDF parameters. Building on this representation, we introduce a feed-forward model that takes images as input and outputs both relightable 3D Gaussians and global illumination parameters.

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2023年10月18日 · In this paper, we propose a deep model for sparse and dense matching, termed RGM (Robust Generalist Matching). In particular, we elaborately design a cascaded GRU module for refinement by exploring the geometric similarity iteratively at multiple scales following an additional uncertainty estimation module for sparsification.