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We propose 3DBooSTeR, a novel method to recover a textured 3D body mesh froma textured partial 3D scan. With the advent of virtual and augmented reality,there is a demand for creating realistic and high-fidelity digital 3D humanrepresentations. However, 3D scanning systems can only capture the 3D humanbody shape up to some level of defects due to its complexity, includingocclusion between body parts, varying levels of details, shape deformations andthe articulated skeleton. Textured 3D mesh completion is thus important toenhance 3D acquisitions. The proposed approach decouples the shape and texturecompletion into two sequential tasks. The shape is recovered by anencoder-decoder network deforming a template body mesh. The texture issubsequently obtained by projecting the partial texture onto the template meshbefore inpainting the corresponding texture map with a novel approach. Theapproach is validated on the 3DBodyTex.v2 dataset.

3DBooSTeR: 3D Body Shape and Texture Recovery