Human Pose & Motion Synthesis

[NirViaje]

Motion Synthesis

Overview and awsome lists

• [合集] Data-Driven Character Motion Synthesis, Taku Komura, Sebastian Starke
  • https://zhuanlan.zhihu.com/p/115155715
• 简述 Human Pose with Deep-learning
  • https://zhuanlan.zhihu.com/p/159155864
  • https://zhuanlan.zhihu.com/p/346787596
• [合集] Data-Driven Character Motion Synthesis
  • https://zhuanlan.zhihu.com/p/115155715
• https://github.com/derikon/awesome-human-motion
• https://www.slideshare.net/unity3d/the-future-of-character-animation-in-unity-high-quality-motion-synthesis
• https://github.com/search?q=motion+synthesis
• https://paperswithcode.com/task/motion-synthesis/
• https://awesomeopensource.com/project/derikon/awesome-human-motion

Implements

AI4Animation: Deep Learning, Character Animation, Control

• https://github.com/sebastianstarke/AI4Animation
• GDC: Character Control with Neural Networks and Machine Learning
  • https://www.youtube.com/watch?v=o-QLSjSSyVk
  • https://www.youtube.com/watch?v=7c6oQP1u2eQ
• Machine Learning for Motion Synthesis and Character Control in Games, Michael Buttner, Unity Labs
  • http://i3dsymposium.github.io/2019/keynotes/I3D2019_keynote_MichaelButtner.pdf
• https://docs.unity3d.com/cn/2019.4/Manual/com.unity.kinematica.html
• https://www.google.com/search?q=deep+learning+for+character+animation+and+control

Human motion synthesis using Unity3D

• https://github.com/hao-xu-97/Human-Motion-Synthesis

GAN-motion-Prediction

• https://github.com/amoghadishesha/GAN-motion-Prediction
• https://github.com/fire/kinetic-transfer-gan
• https://github.com/DeepMotionEditing/deep-motion-editing
• https://github.com/topics/character-animation

Learning Predict-and-Simulate Policies From Unorganized Human Motion Data

• http://mrl.snu.ac.kr/publications/ProjectICC/ICC.html

DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills

• https://arxiv.org/pdf/1804.02717.pdf
• https://github.com/xbpeng/DeepMimic
• 读论文 DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills 笔记
• https://www.jiqizhixin.com/articles/2018-04-11-4

Impersonator

• https://github.com/svip-lab/impersonator
  • https://zhuanlan.zhihu.com/p/332821774