Generating three-dimensional (3d) representations using gaussian splatting

Abstract

Systems and techniques are described herein for generating three-dimensional (3D) representations. For instance, a method for generating three-dimensional (3D) representations is provided. The method may include generating a Gaussian-splat representation of a subject based on a point-cloud representation of the subject; and iteratively adjusting the Gaussian-splat representation and a mask indicative of Gaussian splats of the Gaussian-splat representation to render images by rendering images based on the Gaussian-splat representation and the mask, comparing the rendered images to input images of the subject, and adjusting parameters of the Gaussian-splat representation and values of the mask based on the comparison.

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