Korea Advanced Institute of Science and Technology

Amirsaman Ashtari

Junyong Noh

Kwanggyoon Seo

Sihun Cha

There is provided an apparatus for generating a 3D object texture map. The apparatus may comprise: a memory; and a processor, wherein the processor is configured to: generate a partial texture image by mapping object information in an input image into a texture space; obtain a sampling image by inputting the partial texture image to a sampler network trained according to a curriculum for selecting at least one of a training partial texture image, an aligned partial image in which the training partial texture image is aligned in the texture space, or an augmented partial image augmented from the aligned partial image; obtain a blending mask and a refined image by inputting the sampling image to a refiner network; and generate a 3D object texture map by blending the sampling image and the refined image based on the blending mask.

Apparatus and method for generating 3D object texture map, and recording medium storing instructions to perform method for generating 3D object texture map

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Daejeon, South Korea

Amirsaman Ashtari