Abstract: In this paper, we propose a 3D reconstruction and rendering method based on the improved neural radiance fields. To address the inefficiency of the spatial sampling process in the neural ...

Abstract: Neural signed distance functions (SDFs) are emerging as an effective representation for 3D shapes. State-of-the-art methods typically encode the SDF with a large, fixed-size neural network ...

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