Ilya Zakharkin — accepted AI-conference papers

2021

Point-Based Modeling of Human Clothing

Ilya Zakharkin, Kirill Mazur, Artur Grigorev, Victor Lempitsky

ICCV 2021poster

We propose a new approach to human clothing modeling based on point clouds. Within this approach, we learn a deep model that can predict point clouds of various outfits, for various human poses, and for various human body shapes. Notably, outfits of various types and topologies can be handled by the…

Cited by 45 PDF ↗Scholar ↗

2021

StylePeople: A Generative Model of Fullbody Human Avatars

Artur Grigorev, Karim Iskakov, Anastasia Ianina, Renat Bashirov, Ilya Zakharkin, Alexander Vakhitov +1

CVPR 2021poster

We propose a new type of full-body human avatars, which combines parametric mesh-based body model with a neural texture. We show that with the help of neural textures, such avatars can successfully model clothing and hair, which usually poses a problem for mesh-based approaches. We also show how the…

Cited by 86 PDF ↗code ↗Scholar ↗