MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild

7 July 2016

Papers citing "MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild"

50 / 103 papers shown

Title
Unsupervised Cross-Domain 3D Human Pose Estimation via Pseudo-Label-Guided Global Transforms Jingjing Liu Zhiyong Wang Xinyu Fan Amirhossein Dadashzadeh Honghai Liu Majid Mirmehdi 29 0 0 17 Apr 2025
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs Yi-Ting Shen Sungmin Eum Doheon Lee Rohit Shete Chiao-Yi Wang H. Kwon Shuvra S. Bhattacharyya 37 0 0 28 Mar 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ChangHee Yang H. Song Seokhun Choi Seungwoo Lee Jaechul Kim Hoseok Do 45 0 0 17 Mar 2025
PoseAugment: Generative Human Pose Data Augmentation with Physical Plausibility for IMU-based Motion Capture Zhuojun Li Chun Yu Chen Liang Yuanchun Shi 3DH 24 0 0 21 Sep 2024
$$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation$ $\text{Di}^2\text{Pose}$ : Discrete Diffusion Model for Occluded 3D Human Pose Estimation Weiquan Wang Jun Xiao Chunping Wang Wei Liu Zhao Wang Long Chen DiffM 34 1 0 27 May 2024
Diversifying Human Pose in Synthetic Data for Aerial-view Human Detection Yingzhe Shen Hyungtae Lee Heesung Kwon Shuvra S. Bhattacharyya 55 5 0 24 May 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 36 19 0 15 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 36 1 0 13 Mar 2024
PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF Mohsen Gholami Rabab Ward Z. J. Wang 3DH 11 2 0 22 Dec 2023
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Antonio Agudo Francesc Moreno-Noguer 29 5 0 13 Dec 2023
Augmenting Vision-Based Human Pose Estimation with Rotation Matrix Milad Vazan F. Masoumi Ruizhi Ou Reza Rawassizadeh 18 2 0 09 Oct 2023
PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Robust 3D Human Pose Estimation Han-Wen Liu Ju He Zhi-Qi Cheng Wangmeng Xiang Q. Yang ... Gaoang Wang Xueting Bao Bin Luo Yifeng Geng Xuansong Xie DiffM 30 19 0 18 Aug 2023
Gait Data Augmentation using Physics-Based Biomechanical Simulation Mritula Chandrasekaran J. Francik Dimitrios Makris 30 3 0 16 Jul 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Michael J. Black Priyanka Patel J. Tesch Jinlong Yang 3DH 30 130 0 29 Jun 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 13 40 0 20 Apr 2023
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Wenhao Chai Zhongyu Jiang Jenq-Neng Hwang Gaoang Wang 3DH 22 22 0 29 Mar 2023
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping Srikanth Malla Yi-Ting Chen 3DPC 17 1 0 28 Feb 2023
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations Cheng-Yen Yang Jiajia Luo Lu Xia Yuyin Sun Nan Qiao Ke Zhang Zhongyu Jiang Jenq-Neng Hwang 3DH 10 14 0 08 Jan 2023
Human Image Generation: A Comprehensive Survey Zhen Jia Zhang Zhang Liangsheng Wang T. Tan EGVM 3DH VGen 35 5 0 17 Dec 2022
Progressive Multi-view Human Mesh Recovery with Self-Supervision Xuan Gong Liangchen Song Meng Zheng Benjamin Planche Terrence Chen Junsong Yuan David Doermann Ziyan Wu 3DH 23 12 0 10 Dec 2022
MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh Reconstruction Kevin Qinghong Lin Chung-Ching Lin Lin Liang Zicheng Liu Lijuan Wang 3DH 41 14 0 24 Nov 2022
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge Zhongwei Qiu Kai Qiu Jianlong Fu Dongmei Fu 3DH 19 26 0 22 Nov 2022
WorldGen: A Large Scale Generative Simulator Chahat Deep Singh R. Kumari Cornelia Fermuller N. Sanket Yiannis Aloimonos 21 4 0 03 Oct 2022
Self-supervised Human Mesh Recovery with Cross-Representation Alignment Xuan Gong Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen David Doermann Ziyan Wu 3DH 36 10 0 10 Sep 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation Linzhi Huang Jiahao Liang Weihong Deng 21 11 0 19 Jul 2022
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 31 7 0 07 Jul 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 29 62 0 07 Mar 2022
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation Mohsen Gholami Bastian Wandt Helge Rhodin Rabab Ward Z. J. Wang 3DH 20 45 0 22 Dec 2021
GenMotion: Data-driven Motion Generators for Real-time Animation Synthesis Yizhou Zhao Wensi Ai Liang Qiu Pan Lu Feng Shi Tian Han Song-Chun Zhu VGen 22 0 0 11 Dec 2021
Leveraging MoCap Data for Human Mesh Recovery Fabien Baradel Thibault Groueix Philippe Weinzaepfel Romain Brégier Yannis Kalantidis Grégory Rogez 3DH 20 15 0 18 Oct 2021
DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors Anargyros Chatzitofis D. Zarpalas Stefanos D. Kollias P. Daras 8 23 0 14 Oct 2021
Nuisance-Label Supervision: Robustness Improvement by Free Labels Xinyue Wei Weichao Qiu Yi Zhang Zihao Xiao Alan Yuille 14 0 0 14 Oct 2021
Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs Abduallah A. Mohamed Huancheng Chen Zhangyang Wang Christian G. Claudel 3DH 33 3 0 21 Sep 2021
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation Taosha Fan Kalyan Vasudev Alwala Donglai Xiang Weipeng Xu Todd D. Murphey Mustafa Mukadam 3DH 16 22 0 28 May 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Kehong Gong Jianfeng Zhang Jiashi Feng 13 134 0 06 May 2021
RobustFusion: Robust Volumetric Performance Reconstruction under Human-object Interactions from Monocular RGBD Stream Z. Su Lan Xu Dawei Zhong Zhong Li Fan Deng Shuxue Quan Lu Fang 3DH 22 30 0 30 Apr 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 30 162 0 23 Apr 2021
Learning Transferable Kinematic Dictionary for 3D Human Pose and Shape Reconstruction Ze Ma Yifan Yao Pan Ji Chao Ma 3DH 9 1 0 02 Apr 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning Riccardo Volpi Diane Larlus Grégory Rogez VLM OOD CLL 20 74 0 08 Dec 2020
MEBOW: Monocular Estimation of Body Orientation In the Wild Chenyan Wu Yukun Chen Jiajia Luo Che-Chun Su A. Dawane Bikramjot Hanzra Zhuo Deng Bilan Liu J. Z. Wang Cheng-Hao Kuo 17 34 0 27 Nov 2020
UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality Mathias Parger Chengcheng Tang Yuanlu Xu Christopher D. Twigg Lingling Tao Yijing Li Robert Y. Wang M. Steinberger 25 22 0 12 Nov 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera Denis Tomè Thiemo Alldieck Patrick Peluse Gerard Pons-Moll Lourdes Agapito H. Badino Fernando De la Torre EgoV 18 74 0 02 Nov 2020
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild Zhe Zhang Chunyu Wang Weichao Qiu Wenhu Qin Wenjun Zeng 3DH 21 87 0 26 Oct 2020
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation Nikolas Klug Moritz Einfalt Stephan Brehm Rainer Lienhart 10 1 0 23 Oct 2020
A review of 3D human pose estimation algorithms for markerless motion capture Yann Desmarais Denis Mottet P. Slangen P. Montesinos 3DH 23 136 0 13 Oct 2020
Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation Simon Jenni Paolo Favaro 3DH 9 11 0 13 Oct 2020
DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild Philippe Weinzaepfel Romain Brégier Hadrien Combaluzier Vincent Leroy Grégory Rogez 3DH 8 49 0 21 Aug 2020
Monocular Expressive Body Regression through Body-Driven Attention Vasileios Choutas Georgios Pavlakos Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH CVBM 21 233 0 20 Aug 2020
Neural Descent for Visual 3D Human Pose and Shape Andrei Zanfir Eduard Gabriel Bazavan M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 26 65 0 16 Aug 2020
Full-Body Awareness from Partial Observations C. Rockwell David Fouhey 3DH 8 49 0 13 Aug 2020