8 citations · 16 across the 4 of their papers we have counts for
5 papers
Skinning a Parameterization of Three-Dimensional Space for Neural Network Cloth
Jane Wu, Zhenglin Geng, Hui Zhou +1
We present a novel learning framework for cloth deformation by embedding virtual cloth into a tetrahedral mesh that parametrizes the volumetric region of air surrounding the underl…
Imitation Learning for Fashion Style Based on Hierarchical Multimodal Representation
Shizhu Liu, Shanglin Yang, Hui Zhou
Fashion is a complex social phenomenon. People follow fashion styles from demonstrations by experts or fashion icons. However, for machine agent, learning to imitate fashion expert…
Recovering Geometric Information with Learned Texture Perturbations
Jane Wu, Yongxu Jin, Zhenglin Geng +2
Regularization is used to avoid overfitting when training a neural network; unfortunately, this reduces the attainable level of detail hindering the ability to capture high-frequen…
3D Virtual Garment Modeling from RGB Images
Yi Xu, Shanglin Yang, Wei Sun +3
We present a novel approach that constructs 3D virtual garment models from photos. Unlike previous methods that require photos of a garment on a human model or a mannequin, our app…
Pose Guided Fashion Image Synthesis Using Deep Generative Model
Wei Sun, Jawadul H. Bappy, Shanglin Yang +3
Generating a photorealistic image with intended human pose is a promising yet challenging research topic for many applications such as smart photo editing, movie making, virtual tr…