Monocular Video

3D Gaussian Blendshapes for Head Avatar Animation

Shengjie Ma, Yanlin Weng, Tianjia Shao, Kun Zhou

Conference SIGGRAPH 2024 Rendering

3D Gaussian Splatting Head Avatar Blendshape Facial Animation Monocular Video

Modeling Ambient Scene Dynamics for Free-view Synthesis

Meng-Li Shih, Jia-Bin Huang, Changil Kim, Rajvi Shah, Johannes Kopf, Chen Gao

Conference SIGGRAPH 2024 Rendering

Novel View Synthesis 3D Gaussian Splatting Ambient Motion Dynamic Scene Monocular Video

MonoGaussianAvatar: Monocular Gaussian Point-based Head Avatar

Yufan Chen, Lizhen Wang, Qijing Li, Hongjiang Xiao, Shengping Zhang, Hongxun Yao, Yebin Liu

Conference SIGGRAPH 2024 Rendering

3D Gaussian Splatting Head Avatar Monocular Video Deformation Field Point-based Rendering

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

AGILE: Hand-object Interaction Reconstruction from Video via Agentic Generation

Jin-Chuan Shi, Binhong Ye, Tao Liu, Xiaoyang Liu, Yangjinhui Xu, Junzhe He, Zeju Li, Hao Chen, Chunhua Shen

Conference SIGGRAPH 2026 Reconstruction

Hand-Object Interaction 3D Reconstruction Vision-Language Model Generative Model Pose Estimation Monocular Video

FreeOrbit4D: Training-Free Arbitrary Camera Redirection for Monocular Videos via Foreground-Complete 4D Reconstruction

Wei Cao, Hao Zhang, Fengrui Tian, Yulun Wu, Yingying Li, Shenlong Wang, Ning Yu, Yaoyao Liu

Conference SIGGRAPH 2026 Reconstruction

Camera Redirection Novel View Synthesis 4D Reconstruction Video Diffusion Model Monocular Video Training-Free

SCOPE: Scale-Consistent One-Pass Estimation of 3D Geometry

Zheng Zhang, Lihe Yang, Tianyu Yang, Chaohui Yu, Yixing Lao, Xiaoyang Guo, Biao Gong, Fan Wang, Hengshuang Zhao

Conference SIGGRAPH 2026 Reconstruction

Monocular Video Point Map Depth Estimation Temporal Consistency 3D Reconstruction

Efficient Human Motion Reconstruction from Monocular Videos with Physical Consistency Loss

Lin Cong, Philipp Ruppel, Yizhou Wang, Xiang Pan, Norman Hendrich, Jianwei Zhang

Conference meta-only SIGGRAPH Asia 2023 Animation & Simulation

Human Motion Reconstruction Physics-Based Simulation Monocular Video Trajectory Optimization Differentiable Simulation

Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular Videos

Colton Stearns, Adam W. Harley, Mikaela Angelina Uy, Florian Dubost, Federico Tombari, Gordon Wetzstein, Leonidas J. Guibas

Conference SIGGRAPH Asia 2024 Reconstruction

3D Gaussian Splatting Novel View Synthesis Monocular Video Dynamic Scenes Point Tracking

World-Grounded Human Motion Recovery via Gravity-View Coordinates

Zehong Shen, Huaijin Pi, Yan Xia, Zhi Cen, Sida Peng, Zechen Hu, Hujun Bao, Ruizhen Hu, Xiaowei Zhou

Conference SIGGRAPH Asia 2024 Reconstruction

Human Motion Recovery Monocular Video SMPL-X Transformer Gravity-Aware

PAD3R: Pose-Aware Dynamic 3D Reconstruction from Casual Videos

Ting-Hsuan Liao, Haowen Liu, Yiran Xu, Songwei Ge, Gengshan Yang, Jia-Bin Huang

Conference SIGGRAPH Asia 2025 Reconstruction

Dynamic 3D Reconstruction 3D Gaussian Splatting Monocular Video Camera Pose Estimation Generative Prior

PhysHMR: Learning Humanoid Control Policies from Vision for Physically Plausible Human Motion Reconstruction

Qiao Feng, Yiming Huang, Yufu Wang, Jiatao Gu, Lingjie Liu

Conference SIGGRAPH Asia 2025 Reconstruction

Human Motion Reconstruction Humanoid Control Reinforcement Learning Physics Simulation Monocular Video

Prior-Enhanced Gaussian Splatting for Dynamic Scene Reconstruction from Casual Video

Meng-Li Shih, Ying-Huan Chen, Yu-Lun Liu, Brian Curless

Conference SIGGRAPH Asia 2025 Reconstruction

Dynamic Scene Reconstruction 3D Gaussian Splatting Novel View Synthesis Monocular Video Point Tracking Depth Estimation

PriorAvatar: Efficient and Robust Avatar Creation from Monocular Video Using Learned Priors

Tianjian Jiang, Hsuan-I Ho, Manuel Kaufmann, Jie Song

Conference meta-only SIGGRAPH Asia 2025 Reconstruction

Avatar Reconstruction Monocular Video 3D Gaussian Splatting Learned Priors Human Avatar

SS4D: Native 4D Generative Model via Structured Spacetime Latents

Zhibing Li, Mengchen Zhang, Tong Wu, Jing Tan, Jiaqi Wang, Dahua Lin

Journal SIGGRAPH Asia 2025 Neural & Generative

4D Generation 3D Generation Generative Model Spacetime Latents Temporal Consistency Monocular Video 3D Gaussians