Awesome

Clothes-3D

Clothes research in 3D. Papers are ordered in ArXiv submission time (if applicable). Pls PR/Issue/Discussion.

Content

• Clothes
• Body
• Softwares

To be classified

• Learning to Transfer Texture from Clothing Images to 3D Humans. https://arxiv.org/abs/2003.02050
• TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style. https://arxiv.org/abs/2003.04583
• Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images. https://arxiv.org/abs/2003.12753

Clothes

• CLOTH3D: Clothed 3D Humans

  https://arxiv.org/abs/1912.02792

  <img width="50%" src="source/image-20191206173301903-5624781.png" style="display: block; margin-left: auto; margin-right: auto; ">

• A Neural Network for Detailed Human Depth Estimation from a Single Image

  https://arxiv.org/abs/1910.01275

  <img width="50%" src="source/image-20191206180229599-5626549.png" style="display: block; margin-left: auto; margin-right: auto; ">

• 360-Degree Textures of People in Clothing from a Single Image

  https://arxiv.org/abs/1908.07117

  <img width="50%" src="source/image-20191206180834413-5626914.png" style="display: block; margin-left: auto; margin-right: auto; ">

• Multi-Garment Net: Learning to Dress 3D People from Images

  https://arxiv.org/abs/1908.06903

  <img width="50%" src="source/image-20191206180634973-5626795.png" style="display: block; margin-left: auto; margin-right: auto; ">

• 3D Virtual Garment Modeling from RGB Images

  https://arxiv.org/abs/1908.00114

  <img width="50%" src="source/image-20191206180342933-5626622.png" style="display: block; margin-left: auto; margin-right: auto; ">

• Dressing 3D Humans using a Conditional Mesh-VAE-GAN

  https://arxiv.org/abs/1907.13615

  <img width="50%" src="source/image-20191206174101900-5625261.png" style="display: block; margin-left: auto; margin-right: auto; ">

• PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

  https://arxiv.org/abs/1905.05172

  <img width="50%" src="source/image-20191206174448259-5625488.png" style="display: block; margin-left: auto; margin-right: auto; ">

• DeepHuman: 3D Human Reconstruction from a Single Image

  https://arxiv.org/abs/1903.06473

  <img width="50%" src="source/image-20191207212958137-5725398.png" style="display: block; margin-left: auto; margin-right: auto; ">

• 3DPeople: Modeling the Geometry of Dressed Humans

  https://arxiv.org/abs/1904.04571

  <img width="50%" src="source/image-20191206180922736-5626962.png" style="display: block; margin-left: auto; margin-right: auto; ">

• Learning to Reconstruct People in Clothing from a Single RGB Camera

  https://arxiv.org/abs/1903.05885

  <img width="50%" src="source/image-20191206184909941-5629349.png" style="display: block; margin-left: auto; margin-right: auto; ">

• SiCloPe: Silhouette-Based Clothed People

  https://arxiv.org/abs/1901.00049

  <img width="50%" src="source/image-20191206174604603-5625564.png" style="display: block; margin-left: auto; margin-right: auto; ">

• DeepWrinkles: Accurate and Realistic Clothing Modeling

  https://arxiv.org/abs/1808.03417

  <img width="50%" src="source/image-20191214161319240-6311199.png" style="display: block; margin-left: auto; margin-right: auto; ">

• Learning a Shared Shape Space for Multimodal Garment Design

  https://arxiv.org/abs/1806.11335

  <img width="50%" src="source/image-20191206172903704-5624543.png" style="display: block; margin-left: auto; margin-right: auto; ">

Body

• SMPL: A Skinned Multi-Person Linear Model

  https://dl.acm.org/citation.cfm?doid=2816795.2818013 (2015)

  <img width="50%" src="source/image-20191206185100224-5629460.png" style="display: block; margin-left: auto; margin-right: auto; ">

Softwares

• Blender
• Clo3d

Other Useful Links

• https://github.com/lijiaman/awesome-3d-human