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IMLS-Splatting: Efficient Mesh Reconstruction from Multi-view Images via Point Representation

DescriptionWe propose IMLS-Splatting, an end-to-end multi-view mesh optimization method that leverages point clouds for surface representation. By introducing a splatting-based differentiable IMLS algorithm, our approach efficiently converts point clouds into SDF and texture field, enabling multi-view mesh optimization in approximately 11 minutes and achieving state-of-the-art reconstruction performance.

Authors

Kaizhi Yang

University of Science and Technology of China

Liu Dai

University of California San Diego

Isabella Liu

University of California San Diego

Xiaoshuai Zhang

Hillbot Inc.

Xiaoyan Sun

University of Science and Technology of China

Xuejin Chen