SMPL

PoseVocab: Learning Joint-structured Pose Embeddings for Human Avatar Modeling

Zhe Li, Zerong Zheng, Yuxiao Liu, Boyao Zhou, Yebin Liu

Conference SIGGRAPH 2023 Reconstruction

Human Avatar Pose Encoding Neural Radiance Fields Novel View Synthesis SMPL

Towards Unstructured Unlabeled Optical Mocap: A Video Helps!

Nicholas Milef, John Keyser, Shu Kong

Conference SIGGRAPH 2024 Reconstruction

Motion Capture Human Body Reconstruction Pose Estimation Monocular Video SMPL

Ultra Inertial Poser: Scalable Motion Capture and Tracking from Sparse Inertial Sensors and Ultra-Wideband Ranging

Rayan Armani, Changlin Qian, Jiaxi Jiang, Christian Holz

Conference SIGGRAPH 2024 HCI & XR

Motion Capture Pose Estimation IMU UWB Sparse Sensors SMPL

Interspatial Attention for Efficient 4D Human Video Generation

Ruizhi Shao, Yinghao Xu, Yujun Shen, Ceyuan Yang, Yang Zheng, Changan Chen, Yebin Liu, Gordon Wetzstein

Journal SIGGRAPH 2025 Neural & Generative

Human Video Generation Diffusion Transformer Cross Attention SMPL 4D Generation Variational Autoencoder Camera Control

Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates

Ren Li, Cong Cao, Corentin Dumery, Yingxuan You, Hao Li, Pascal Fua

Conference SIGGRAPH 2025 Reconstruction

Garment Reconstruction Diffusion Model Sewing Pattern Single View Reconstruction SMPL

4D Human-Scene Reconstruction from Low-Overlap Captures

Minhyuk Hwang, Sangmin Kim, Seunguk Do, Daneul Kim, Jaesik Park

Conference SIGGRAPH 2026 Reconstruction

4D Reconstruction 3D Gaussian Splatting Diffusion Model Novel View Synthesis SMPL Human Reconstruction

AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections

Yue Wu, Sicheng Xu, Jianfeng Xiang, Fangyun Wei, Qifeng Chen, Jiaolong Yang, Xin Tong

Conference SIGGRAPH Asia 2023 Neural & Generative

3D-Aware GAN Portrait Generation Neural Radiance Fields Facial Animation SMPL 3DMM

Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion Capture

Shaohua Pan, Qi Ma, Xinyu Yi, Weifeng Hu, Xiong Wang, Xingkang Zhou, Jijunnan Li, Feng Xu

Conference SIGGRAPH Asia 2023 Reconstruction

Human Motion Capture Pose Estimation IMU Sensor Fusion SMPL Real-Time

GroundLink: A Dataset Unifying Human Body Movement and Ground Reaction Dynamics

Xingjian Han, Benjamin Senderling, Stanley To, Deepak Kumar, Emily Whiting, Jun Saito

Conference SIGGRAPH Asia 2023 Animation & Simulation

Motion Capture Ground Reaction Force Human Motion Neural Network SMPL Dataset

SFLSH: Shape-Dependent Soft-Flesh Avatars

Pablo Ramón, Cristian Romero, Javier Tapia, Miguel A. Otaduy

Conference SIGGRAPH Asia 2023 Animation & Simulation

Soft Tissue Simulation Finite Element Method SMPL Character Animation Parameter Interpolation

360-degree Human Video Generation with 4D Diffusion Transformer

Ruizhi Shao, Youxin Pang, Zerong Zheng, Jingxiang Sun, Yebin Liu

Journal SIGGRAPH Asia 2024 Neural & Generative

Human Video Generation Diffusion Transformer 4D Generation Multi View Consistency SMPL

CPoser: An Optimization-after-Parsing Approach for Text-to-Pose Generation Using Large Language Models

Yumeng Li, Bohong Chen, Zhong Ren, Yao-Xiang Ding, Libin Liu, Tianjia Shao, Kun Zhou

Journal meta-only SIGGRAPH Asia 2024 Animation & Simulation

Text-to-Pose Human Pose Generation Large Language Model Optimization SMPL

InfiniHuman: Realistic 3D Human Creation with Precise Control

Yuxuan Xue, Xianghui Xie, Margaret Kostyrko, Gerard Pons-Moll

Conference SIGGRAPH Asia 2025 Neural & Generative

3D Human Generation Diffusion Model SMPL Foundation Model Distillation Avatar

Sketch2PoseNet: Efficient and Generalized Sketch to 3D Human Pose Prediction

Li Wang, Yiyu Zhuang, Yanwen Wang, Xun Cao, Chuan Guo, Xinxin Zuo, Hao Zhu

Conference SIGGRAPH Asia 2025 Reconstruction

Human Pose Estimation Sketch-Based Modeling 3D Human Pose SMPL Diffusion Prior Motion Capture