MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

24 November 2021

Luc Van Gool

Papers citing "MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation"

50 / 108 papers shown

Title
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation Y. Fu Chaorui Huang Junwei Li Hui Kong Yibin Tian Huakang Li Zhiyuan Zhang 22 0 0 07 May 2025
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 24 0 0 17 Apr 2025
HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network Hu Cui Tessai Hayama 3DH 42 0 0 09 Apr 2025
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation Hongwei Zheng Han Li Wenrui Dai Ziyang Zheng Chenglin Li Junni Zou Hongkai Xiong 3DH 53 0 0 30 Mar 2025
SCJD: Sparse Correlation and Joint Distillation for Efficient 3D Human Pose Estimation Weihong Chen Xuemiao Xu Haoxin Yang Yi Xie Peng Xiao Cheng Xu Huaidong Zhang Pheng-Ann Heng 3DH 62 0 0 18 Mar 2025
Bring Your Rear Cameras for Egocentric 3D Human Pose Estimation Hiroyasu Akada Jian Wang Vladislav Golyanik Christian Theobalt EgoV 76 0 0 14 Mar 2025
AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic Movements Calvin Yeung Tomohiro Suzuki Ryota Tanaka Zhuoer Yin Keisuke Fujii 3DH 68 1 0 10 Mar 2025
Toward Efficient Generalization in 3D Human Pose Estimation via a Canonical Domain Approach Hoosang Lee Jeha Ryu 33 0 0 28 Jan 2025
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 65 0 0 25 Nov 2024
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation Yuchen Yang Xuanyi Liu Xing Gao Zhihang Zhong X. Sun 66 0 0 20 Nov 2024
BLAPose: Enhancing 3D Human Pose Estimation with Bone Length Adjustment Chih-Hsiang Hsu Jyh-Shing Roger Jang 3DH 32 0 0 28 Oct 2024
Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer Fusion Mehwish Ghafoor Arif Mahmood Muhammad Bilal 24 1 0 06 Oct 2024
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images Donghwan Kim Tae-Kyun Kim DiffM 3DH 31 1 0 27 Sep 2024
Multi-view Pose Fusion for Occlusion-Aware 3D Human Pose Estimation Laura Bragagnolo Matteo Terreran Davide Allegro Stefano Ghidoni 3DH 23 0 0 28 Aug 2024
ViMo: Generating Motions from Casual Videos Liangdong Qiu Chengxing Yu Yanran Li Zhao Wang Haibin Huang Chongyang Ma Di Zhang Pengfei Wan Xiaoguang Han VGen 24 0 0 13 Aug 2024
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation Luke Bidulka Mohsen Gholami Jiannan Zheng Martin J. McKeown Z. J. Wang 3DH 29 0 0 19 Jul 2024
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation Nermin Samet Cédric Rommel David Picard Eduardo Valle DiffM 42 0 0 14 Jul 2024
STGFormer: Spatio-Temporal GraphFormer for 3D Human Pose Estimation in Video Yang Liu Zhiyong Zhang 3DH 48 0 0 14 Jul 2024
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation Mengmeng Cui Kunbo Zhang Zhenan Sun ViT 21 0 0 03 Jul 2024
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans Nicola Garau Giulia Martinelli N. Bisagno Denis Tomè Carsten Stoll 3DH 36 0 0 28 Jun 2024
FaceLift: Semi-supervised 3D Facial Landmark Localization D. Ferman Pablo Garrido Gaurav Bharaj CVBM 3DH 19 4 0 30 May 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 64 1 0 27 May 2024
AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale Keenon Werling Janelle Kaneda Alan Tan Rishi G. Agarwal Six Skov ... E. Preatoni Benjamin Fregly Jennifer Hicks Scott L. Delp C. Karen Liu 3DH 23 0 0 16 May 2024
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics Jerrin Bright Bavesh Balaji Yuhao Chen David A Clausi John S. Zelek 18 0 0 13 May 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models Jinglin Xu Yijie Guo Yuxin Peng DiffM 24 10 0 08 May 2024
Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-supervised Training Xingyu Song Zhan Li Shi Chen K. Demachi 3DH 21 3 0 30 Apr 2024
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues Vandad Davoodnia Saeed Ghorbani M. Carbonneau Alexandre Messier Ali Etemad 24 0 0 23 Apr 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 26 4 0 16 Apr 2024
Learning Human Motion from Monocular Videos via Cross-Modal Manifold Alignment Shuaiying Hou Hongyu Tao Junheng Fang Changqing Zou Hujun Bao Weiwei Xu 28 0 0 15 Apr 2024
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation Jihua Peng Yanghong Zhou P. Y. Mok ViT 19 7 0 31 Mar 2024
EgoPoseFormer: A Simple Baseline for Egocentric 3D Human Pose Estimation Chenhongyi Yang Anastasia Tkach Shreyas Hampali Linguang Zhang Elliot J. Crowley Cem Keskin 27 0 0 26 Mar 2024
HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations Peng Dai Yang Zhang Tao Liu Zhen Fan Tianyuan Du Zhuo Su Xiaozheng Zheng Zeming Li 3DH 21 1 0 06 Mar 2024
3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data Zhi-Yi Lin Bofan Lyu Judith Cueto Fernandez Eline van der Kruk Ajay Seth Xucong Zhang 3DH 21 2 0 20 Feb 2024
Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation Ti Wang Mengyuan Liu Hong Liu Bin Ren Yingxuan You Wenhao Li N. Sebe Xia Li 16 0 0 04 Feb 2024
Towards Precise 3D Human Pose Estimation with Multi-Perspective Spatial-Temporal Relational Transformers Jianbin Jiao Xina Cheng Weijie Chen Xiaoting Yin Haowen Shi Kailun Yang ViT 21 1 0 30 Jan 2024
Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion Framework Junkun Jiang Jie Chen DiffM 28 0 0 18 Jan 2024
3D Human Pose Analysis via Diffusion Synthesis Haorui Ji Hongdong Li DiffM 45 3 0 17 Jan 2024
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation Hao Tang Ling Shao N. Sebe Luc Van Gool 15 5 0 15 Jan 2024
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose Estimaiton Hongbo Kang Yong Wang Mengyuan Liu Doudou Wu Peng Liu Xinlin Yuan W. Yang DiffM 29 3 0 10 Jan 2024
3D Human Pose Perception from Egocentric Stereo Videos Hiroyasu Akada Jian Wang Vladislav Golyanik Christian Theobalt EgoV 30 14 0 30 Dec 2023
SoloPose: One-Shot Kinematic 3D Human Pose Estimation with Video Data Augmentation David C. Jeong Hongji Liu Saunder Salazar Jessie Jiang Christopher A. Kitts 3DH 16 1 0 15 Dec 2023
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation Cédric Rommel Victor Letzelter Nermin Samet Renaud Marlet Matthieu Cord Patrick Pérez Eduardo Valle 3DH 22 0 0 11 Dec 2023
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation Wenhao Li Mengyuan Liu Hong Liu Pichao Wang Jia Cai N. Sebe ViT 3DH 17 10 0 20 Nov 2023
A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu C. L. P. Chen 30 14 0 06 Nov 2023
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Soroush Mehraban Vida Adeli Babak Taati ViT 22 40 0 25 Oct 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 27 3 0 19 Oct 2023
Intelligent Knee Sleeves: A Real-time Multimodal Dataset for 3D Lower Body Motion Estimation Using Smart Textile Wenwen Zhang Arvin Tashakori Zenan Jiang A. Servati Harishkumar Narayana S. Soltanian Rou Yi Yeap Meng Han Ma Lauren Toy Peyman Servati 19 1 0 02 Oct 2023
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion Syed Waleed Hyder Muhammad Usama Anas Zafar Muhammad Naufil Fawad Javed Fateh Andrey Konin M. Zia Quoc-Huy Tran 16 4 0 12 Sep 2023
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions Jiong Wang Fengyu Yang Wenbo Gou Bingliang Li Danqi Yan Ailing Zeng Yijun Gao Junle Wang Yanqing Jing Ruimao Zhang 11 1 0 10 Sep 2023
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation Hanbing Li Wangmeng Xiang Ju He Zhi-Qi Cheng Bin Luo Yifeng Geng Xuansong Xie ViT 25 2 0 04 Sep 2023