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awesome-digital-human
A collection of resources on digital human including clothed people digitalization, virtual try-on, and other related directions.
https://github.com/weihaox/awesome-digital-human
Last synced: 5 days ago
JSON representation
-
3D Head Animatable Avatar (from 2D Image Collections)
- Aashish Rai
- [PDF - Realistic-Generative-3D-Face-Models/)] [[Code](https://lnkd.in/gVz8Hzn3)]
- Shivangi Aneja - angela), [Matthias Nießner](https://niessnerlab.org/members/matthias_niessner/profile.html).*<br>
- [PDF - aneja.github.io/projects/clipface/)] [[Code](https://github.com/shivangi-aneja/ClipFace)]
- Tobias Kirschstein
- [PDF - kirschstein.github.io/nersemble/)] [[Video](https://youtu.be/a-OAWqBzldU)]
- [PDF - sjtu.github.io/GANHead/)]
- Alexandros Lattas
- Jingxiang Sun
- [PDF - huang.github.io/ema/)]
- [PDF - li.github.io/megane/)]
- [PDF - code)]
- [PDF - net/)] [[H3DS Dataset](https://docs.google.com/forms/d/e/1FAIpQLScbs-m-Me85KeMqJ2WnCwvToeSRIHC8sJckhxX3eknQu8ItRQ/viewform)]
- Alexandros Lattas
- [PDF - avatars)]
- Xueting Li - de-mello), [Sifei Liu](https://www.sifeiliu.net/), [Koki Nagano](https://luminohope.org/), [Umar Iqbal](https://research.nvidia.com/person/umar-iqbal), [Jan Kautz](https://jankautz.com/).*<br>
- [PDF - shot-avatar)]
- [PDF - diffusion/)]
- [PDF - inf.mpg.de/projects/AvatarStudio/)]
- Kartik Teotia
- [PDF - inf.mpg.de/projects/HQ3DAvatar/)] [[Code]()]
- Chunyi Sun
- [PDF - head)]
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3D Human Avatar Generation and Animation
- Tingting Liao
- [PDF - research/xagen)]
- [PDF - ai/ssif/)] [[Code]()]
- [PDF - zhangyang.github.io/2023_Get3DHuman/)] [[Code](https://github.com/icoz69/StyleAvatar3D)]
- Zijian Dong
- [PDF - dong.github.io/AG3D/)] [[Code](https://github.com/zj-dong/AG3D)]
- [PDF - humans.github.io/)] [[Code](https://github.com/custom-humans/editable-humans)]
- [PDF - nerf)]
- [PDF - actor.github.io/)] [[Code](https://github.com/postech-ami/CLIP-Actor)]
- [PDF - SMPL/)]
- [PDF - avatar.github.io/)]
- Yao Feng
- Hao Zhang
- Yifei Zeng
- [PDF - yifei.github.io/avatarbooth_page/)] [[Code](https://github.com/zeng-yifei/AvatarBooth)]
- Nikos Kolotouros
- [PDF - human.github.io/)] [[Avatar Gallery](https://dream-human.github.io/avatar_gallery.html)]
- Ruixiang Jiang
- [PDF - craft.github.io/)] [[Code](https://github.com/songrise/avatarcraft)] [[Data](https://drive.google.com/drive/folders/1m97mmoAtDes0mBwkS4q2VNBivXSmRkOK)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - gaussians.github.io)] [[Code](https://github.com/lizhe00/AnimatableGaussians)]
- [PDF - Avatar/)]
- [PDF - inf.mpg.de/~dluvizon/relightable-neural-actor)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
- [PDF - Deng00/RAM-Avatar/)] [[Code](https://github.com/Xiang-Deng00/RAM-Avatar)]
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Clothed Human Digitalization
- Chung-Yi Weng - Shlizerman.*<br>
- Project Splinter
- Yating Tian
- [PDF - survey)] [[Dataset](https://github.com/tinatiansjz/hmr-survey#datasets)] [[Benchmarks](https://github.com/tinatiansjz/hmr-survey#benchmarks)]
- [PDF - aware-neural-humans/)]
- Yangyi Huang
- Taeksoo Kim
- Byungjun Kim
- Shoukang Hu
- Gengshan Yang
- [PDF - y.github.io/rac-www/)] [[Code](https://github.com/gengshan-y/rac)]
- Chen Geng
- [PDF - nvr/)]
- Hongwen Zhang
- Kaiyue Shen
- [PDF - line.github.io/projects/X-Avatar/)] [[Code](https://github.com/Skype-line/X-Avatar)]
- Junting Dong
- Qiao Feng - Kun Lai](https://users.cs.cf.ac.uk/Yukun.Lai/), [Jingyu Yang](http://seea.tju.edu.cn/info/1015/1608.htm), [Kun Li](http://cic.tju.edu.cn/faculty/likun/).*<br>
- [PDF - Space-NeRF)]
- Fuqiang Zhao
- [PDF - Zhao/oplanes)]
- Zhongang Cai - lin-a908aba8/), [Tao Yu](https://ytrock.com/), [Wenjia Wang](https://scholar.google.com/citations?user=cVWmlYQAAAAJ&hl), Xiangyu Fan, Yang Gao, Yifan Yu, Liang Pan, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu.*<br>
- [PDF - atsu.github.io/ENARF-GAN/)] [[Code](https://github.com/nogu-atsu/ENARF-GAN)]
- [PDF - neuman)]
- [PDF - release)]
- [PDF - release)]
- [PDF - pytorch)]
- Chen Cao - en Wei, Danielle Belko, Shoou-i Yu, Yaser Sheikh, Jason Saragih.*<br>
- Thiemo Alldieck
- Wenbin Lin - Hai Yong, Feng Xu.*<br>
- [PDF - lin.github.io/OcclusionFusion/)]
- [PDF - dong.github.io/pina/)]
- Boyi Jiang
- Yukang Cao - Yee K. Wong](http://i.cs.hku.hk/~kykwong/).*<br>
- [PDF - Avatar/index.html)] [[Project](https://github.com/hzhao1997/HF-Avatar)] [[Data](https://drive.google.com/file/d/1qh1dj5ZoUBst_02UJY7IWstQMhb8L5IA/view?usp=sharing)]
- Yuliang Xiu
- Zerong Zheng
- Philip-William Grassal - prinzler), [Titus Leistner](https://titus-leistner.de/pages/about-me.html), [Carsten Rother](https://hci.iwr.uni-heidelberg.de/vislearn/people/carsten-rother/), [Matthias Nießner](https://www.niessnerlab.org/members/matthias_niessner/profile.html), [Justus Thies](https://justusthies.github.io/).*<br>
- Xu Chen
- [PDF - ethz/gdna)]
- [PDF - ailab/hifi3dface)] [[Project](https://github.com/tencent-ailab/hifi3dface_projpage)]
- [PDF - inf.mpg.de/~mhaberma/projects/2021-ddc/)]
- [PDF - blend-shapes/)]
- [PDF - Net)] [[Project](https://sites.google.com/view/xiangyuxu/3d_eccv20)]
- Marc Habermann - inf.mpg.de/~wxu/), [Michael Zollhoefer](https://zollhoefer.com/), [Gerard Pons-Moll](https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/people/gerard-pons-moll/), [Christian Theobalt](http://www.mpi-inf.mpg.de/~theobalt/).*<br>
- [PDF - inf.mpg.de/~mhaberma/projects/2021-tpami-deeperdeepcap/)] [[Data](https://gvv-assets.mpi-inf.mpg.de/)]
- [PDF - Surface-free-Pose-Refinement/)]
- Zhongzheng Ren - zhao.com/index.php), [Alexander G. Schwing](http://www.alexander-schwing.de/).*<br>
- [PDF - release)]
- [PDF - ethz.github.io/snarf/] [[Code](https://github.com/xuchen-ethz/snarf)]
- Garvita Tiwari - Moll.*<br>
- [PDF - inf.mpg.de/neuralgif/)]
- Qianli Ma
- Sai Kumar Dwivedi
- Sida Peng
- [PDF - Dataset)]
- Zhe Li
- Qingguo Xu
- Juyong Zhang
- [PDF - google.github.io/)]
- Yuxiao Zhou - inf.mpg.de/~mhaberma/), Ikhsanul Habibie, Ayush Tewari, [Christian Theobalt](https://people.mpi-inf.mpg.de/~theobalt/), [Feng Xu](http://xufeng.site/).*<br>
- [PDF - avatars.github.io/)]
- [PDF - avatars.github.io/)]
- Mario Botsch
- [PDF - gv.cs.tu-dortmund.de/downloads/publications/2020/vrst20.mp4)] [[Talk](https://youtu.be/Mm318gs_fb8)]
- [PDF - b7/LoopReg)]
- [PDF - Splinter/MonoPort)]
- [pdf - supp.zip)]
- [PDF - MeshNet_RELEASE)]
- Yebin Liu
- [PDF - Players)] [[Project](http://grail.cs.washington.edu/projects/nba_players/)]
- Xu Lan
- Gerard Pons-Moll
- [PDF - inf.mpg.de/ipnet)] [[Code](https://github.com/bharat-b7/IPNet)]
- [PDF - PIFu)]
- Aymen Mir - Moll.*<br>
- [PDF - inf.mpg.de/projects/2020-cvpr-deepcap/)]
- [PDF - inf.mpg.de/projects/2020-cvpr-eventcap/)]
- Thiemo Alldieck - Moll.*<br>
- Georgios Pavlakos
- [PDF - violet.github.io/texturedavatar/)]
- Donglai Xiang
- [PDF - inf.mpg.de/360tex/)]
- [PDF - diffusion.github.io/)]
- [PDF - Avatar/)]
- [PDF - PIFu)]
- [PDF - dong.github.io/pina/)]
- [PDF - inf.mpg.de/neuralgif/)]
- [PDF - Dataset)]
- [PDF - MeshNet_RELEASE)]
- [PDF - Players)] [[Project](http://grail.cs.washington.edu/projects/nba_players/)]
- Taoran Yi
- Zhedong Zheng - Seng Chua.*<br>
- [PDF - Magic2022)] [[Code](https://github.com/layumi/3D-Magic-Mirror))]
- Amit Raj - molchanov), [James Hays](https://www.cc.gatech.edu/~hays/), [Jan Kautz](https://jankautz.com/).*<br>
- [PDF - avatars.github.io/)]
- [PDF - Space-NeRF)]
- [PDF - Avatar/index.html)] [[Project](https://github.com/hzhao1997/HF-Avatar)] [[Data](https://drive.google.com/file/d/1qh1dj5ZoUBst_02UJY7IWstQMhb8L5IA/view?usp=sharing)]
- [PDF - blend-shapes/)]
- [PDF - inf.mpg.de/neuralgif/)]
- [PDF - Players)] [[Project](http://grail.cs.washington.edu/projects/nba_players/)]
- [PDF - inf.mpg.de/ipnet)] [[Code](https://github.com/bharat-b7/IPNet)]
- [PDF - Space-NeRF)]
- [PDF - Surface-free-Pose-Refinement/)]
- Yang Zheng
- Shaofei Wang
- [PDF - avatar-diffusion.microsoft.com/)]
- Shih-Yang Su - frank.github.io/), [Michael Zollhoefer](https://zollhoefer.com/), [Helge Rhodin](http://helge.rhodin.de/).*<br>
- Tao Yu - xu.com/), Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, Yebin Liu.*<br>
- Shunsuke Saito
- Mustafa Işık
- Yukang Cao - Yee K. Wong](https://i.cs.hku.hk/~kykwong/).*<br>
- [PDF - sgd.github.io/)]
- Hsuan-I Ho
- [PDF - hq.com/)]
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(Clothed) Human Motion Generation
- Tenglong Ao
- [PDF - mocca.github.io/GestureDiffuCLIP-Page/)] [[Code]()]
- [PDF - page/)] [[Code](https://github.com/GuyTevet/motion-diffusion-model)]
- Rishabh Dabral - hamza-mughal.github.io/), [Vladislav Golyanik](https://people.mpi-inf.mpg.de/~golyanik/), [Christian Theobalt](https://people.mpi-inf.mpg.de/~theobalt/).*<br>
- [PDF - inf.mpg.de/projects/MoFusion/)]
- [PDF - page/)] [[Code](https://github.com/GuyTevet/MotionCLIP)]
- Mathis Petrovich
- [PDF - nik/teach)]
- [PDF - vi.github.io/omnicontrol/)]
- [PDF - nik/sinc)]
- [PDF - zhang.github.io/projects/ReMoDiffuse.html)] [[Code](https://github.com/mingyuan-zhang/ReMoDiffuse)]
- Mingyuan Zhang
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Cloth Modelling, Draping, Simulation, and Dressing
- [PDF - ntu.github.io/project/layersnet/index.html)]
- Lingteng Qiu
- [PDF - MV/)] [[Code](https://github.com/GAP-LAB-CUHK-SZ/REC-MV)]
- Artur Grigorev
- [PDF - void/VirtualBones)]
- Yifei Li
- [PDF - differentiable-cloth-simulator/)] [[Code](https://github.com/omegaiota/DiffCloth)]
- Georg Sperl
- Qianli Ma - Moll, Siyu Tang, [Michael J. Black](https://ps.is.tuebingen.mpg.de/person/black).*<br>
- [PDF - cvpr-20)]
- Erhan Gundogdu
- [PDF - content/uploads/2019/04/GarNet_supplementary.pdf)] [[Project](https://cvlab.epfl.ch/research/garment-simulation/garnet/)] [[Dataset](https://drive.switch.ch/index.php/s/7mAk9SoZ7J4uokt)]
- Gerard Pons-Moll
- [PDF - dressing-any-person)]
- [PDF - zhangyang.github.io/MVHumanNet/)]
- [PDF - differentiable-cloth-simulator/)] [[Code](https://github.com/omegaiota/DiffCloth)]
- [PDF - dressing-any-person)]
- Meng Zhang - ceylan.com/), [Tuanfeng Wang](http://geometry.cs.ucl.ac.uk/tuanfeng/), [Niloy J. Mitra](http://www0.cs.ucl.ac.uk/staff/n.mitra/).*<br>
- Wenbo Wang - I Ho](https://ait.ethz.ch/people/hohs), [Chen Guo](https://ait.ethz.ch/people/cheguo), [Boxiang Rong](https://ribosome-rbx.github.io), [Artur Grigorev](https://ait.ethz.ch/people/agrigorev), [Jie Song](https://ait.ethz.ch/people/song), [Juan Jose Zarate](https://ait.ethz.ch/people/jzarate), [Otmar Hilliges](https://ait.ethz.ch/people/hilliges).*<br>
- [PDF - ait.github.io/4d-dress/)] [[Data](https://4d-dress.ait.ethz.ch/)] [[Code](https://github.com/eth-ait/4d-dress)]
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Dataset
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Datasets
- SMPL-X - smpl-x-smplh-and-smpl)]
- THUman - world human model dataset containing approximately 7000 models.
- paper - X fits.
- THUman - world human model dataset containing approximately 7000 models.
- SMPL-X - smpl-x-smplh-and-smpl)]
- paper - X fits.
- SMPL-X - smpl-x-smplh-and-smpl)]
- THUman - world human model dataset containing approximately 7000 models.
- paper - X fits.
-
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Team and People
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Datasets
- Broadband Network and Digital Media Lab
- Vision and Graphics Lab - li.com/Hao_Li/Hao_Li_-_publications.html).
- Real Virtual Humans - Moll](http://virtualhumans.mpi-inf.mpg.de/people/pons-moll.html).
- Perceiving Systems, Tubingen Compus
- Visual Computer Lab
- Broadband Network and Digital Media Lab
- Vision and Graphics Lab - li.com/Hao_Li/Hao_Li_-_publications.html).
- Broadband Network and Digital Media Lab
- Vision and Graphics Lab - li.com/Hao_Li/Hao_Li_-_publications.html).
-
-
Applications
-
Human Image and Video Generation
- Yuming Jiang - Yee Lin](https://kwanyeelin.github.io/), [Chen Qian](https://scholar.google.com/citations?user=AerkT0YAAAAJ&hl=zh-CN), [Chen Change Loy](https://www.mmlab-ntu.com/person/ccloy/), [Wayne Wu](https://dblp.org/pid/50/8731.html), [Ziwei Liu](https://liuziwei7.github.io/).*<br>
- [PDF - human.github.io/)] [[Colab Demo](https://colab.research.google.com/drive/1sgxoDM55iM07FS54vz9ALg1XckiYA2On)] [[Hugging Face Demo](https://huggingface.co/spaces/hysts/StyleGAN-Human)]
- Anna Frühstück - shechtman/), [Niloy J. Mitra](https://research.adobe.com/person/niloy-mitra/), [Peter Wonka](http://peterwonka.net/), [Jingwan Lu](https://research.adobe.com/person/jingwan-lu/).*<br>
- Hao Tang
- [PDF - Transfer.git)]
- [PDF - research.github.io/HyperHuman/)]
- [PDF - 3dh.github.io/)]
- [PDF - project/)] [[Code](https://github.com/wyhsirius/LEO)]
- [PDF - Texture-Extraction-Distribution)]
- Jinsong Zhang - Kun Lai](http://users.cs.cf.ac.uk/Yukun.Lai/), [Jingyu Yang](http://tju.iirlab.org/).*<br>
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Human Body Reshaping
-
Scene context-aware Human Body Generation
-
Human Mesh Recovery
-
Human-Centric Perception
-
Challenge and workshop
- [2019
- [CVPR 2020 - iccv2017/home?authuser=0)
- [2019
- [2019 - ecom.github.io/ecom2018/index.html) [[2017]](http://sigir-ecom.weebly.com/)
- [CVPR 2019
- [CVPR 2019
- [ChinaMM 2018
- [Tianchi
- [AIFT 2018
- [CVPR 2020 - iq)
- [CVPR 2020
-
Datasets
-
Image-Based Virtual Try-On
- [PDF - VITON/)] [[Code](https://github.com/sangyun884/HR-VITON)]
- [PDF - wflow.github.io/)]
- Bin Ren
- [PDF - GAN)]
- [PDF - in-order)]
- [PDF - inf.mpg.de/projects/HumanGAN/)]
- [PDF - AFN)]
- [PDF - CV/Down-to-the-Last-Detail-Virtual-Try-on-with-Detail-Carving)]
- [PDF - 27/TailorGAN)]
- Kripasindhu Sarkar - inf.mpg.de/~golyanik/), [Lingjie Liu](https://lingjie0206.github.io/), Christian Theobalt.*<br>
- [PDF - inf.mpg.de/projects/Styleposegan/)]
- Kathleen M Lewis - varadharajan-9a570818), [Ira Kemelmacher-Shlizerman](https://sites.google.com/view/irakemelmacher/home).*<br>
- Luyang Zhu - personal.umich.edu/~ydawei/), [Tyler Zhu](https://research.google/people/TylerZhu/), [Fitsum Reda](https://fitsumreda.github.io/), [William Chan](http://williamchan.ca/), [Chitwan Saharia](https://scholar.google.co.in/citations?user=JApued4AAAAJ&hl=en), [Mohammad Norouzi](https://norouzi.github.io/), [Ira Kemelmacher-Shlizerman](https://www.irakemelmacher.com/).*<br>
- [PDF - try-on.github.io/)] [[Code](https://github.com/Charmve/VOGUE-Try-On)]
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Garment Design
-
Datasets
-
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Fashion Style Influences
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3D/4D Human Avatar Generation and Animation
Programming Languages
Categories
Clothed Human Digitalization
295
3D Human Avatar Generation and Animation
58
Cloth Modelling, Draping, Simulation, and Dressing
48
3D Head Animatable Avatar (from 2D Image Collections)
44
Image-Based Virtual Try-On
44
Human Body Reshaping
32
Human Image and Video Generation
23
(Clothed) Human Motion Generation
16
Team and People
9
Dataset
9
Garment Design
3
3D/4D Human Avatar Generation and Animation
3
Applications
2
Fashion Style Influences
2