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
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis Jerrin Bright Yuhao Chen John S. Zelek 15 5 0 02 Sep 2023
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos Haoyuan Li Haoye Dong Hanchao Jia Dong Huang Michael C. Kampffmeyer Liang Lin Xiaodan Liang 19 4 0 20 Aug 2023
Co-Evolution of Pose and Mesh for 3D Human Body Estimation from Video Yingxuan You Hong Liu Ti Wang Wenhao Li Runwei Ding Xia Li 3DH 18 6 0 20 Aug 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 25 10 0 18 Aug 2023
Human Part-wise 3D Motion Context Learning for Sign Language Recognition T. Lee Y. Oh Kyoung Mu Lee SLR 16 6 0 18 Aug 2023
Realistic Full-Body Tracking from Sparse Observations via Joint-Level Modeling Xiaozheng Zheng Z. Su Chao Wen Zhou Xue Xiaojie Jin 14 27 0 17 Aug 2023
Double-chain Constraints for 3D Human Pose Estimation in Images and Videos Hong-Jian Kang Yong Wang Mengyuan Liu Doudou Wu Peng Liu W. Yang 3DH 19 7 0 10 Aug 2023
Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving P. Bauer Arij Bouazizi U. Kressel F. Flohr 3DH 19 10 0 27 Jul 2023
Watch Where You Head: A View-biased Domain Gap in Gait Recognition and Unsupervised Adaptation Gavriel Habib Noa Barzilay O. Shimshi Rami Ben-Ari N. Darshan CVBM 29 4 0 13 Jul 2023
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video Bruce X. B. Yu Zhi-Li Zhang Yongxu Liu S. Zhong Y. Liu Chang Wen Chen 3DH 10 46 0 12 Jul 2023
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation Zhongyu Jiang Zhu Zhou Lei Li Wenhao Chai Cheng-Yen Yang Jenq-Neng Hwang DiffM 30 29 0 07 Jul 2023
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling Zhenyu Zhang Wenhao Chai Zhongyu Jiang Tianbo Ye Mingli Song Jenq-Neng Hwang Gaoang Wang 3DH 11 4 0 29 Jun 2023
EVOPOSE: A Recursive Transformer For 3D Human Pose Estimation With Kinematic Structure Priors Yaqi Zhang Yan Lu B. Liu Zhiwei Zhao Qi Chu Nenghai Yu ViT 11 1 0 16 Jun 2023
XFormer: Fast and Accurate Monocular 3D Body Capture Lihui Qian Xintong Han Faqiang Wang Hongyu Liu Haoye Dong Zhiwen Li Huawei Wei Zhe-nan Lin Cheng-Bin Jin 3DH 16 1 0 18 May 2023
Regular Splitting Graph Network for 3D Human Pose Estimation Md. Tanvir Hassan A. Ben Hamza 3DH 6 19 0 09 May 2023
Interweaved Graph and Attention Network for 3D Human Pose Estimation Ti Wang Hong Liu Runwei Ding Wenhao Li Yingxuan You Xia Li 3DH 13 6 0 27 Apr 2023
Occlusion Robust 3D Human Pose Estimation with StridedPoseGraphFormer and Data Augmentation Soubarna Banik Patricia Gschossmann Alejandro Mendoza García Alois C. Knoll 3DH 11 2 0 24 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 16 39 0 07 Apr 2023
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention Alec Diaz-Arias Dmitriy Shin ViT 8 10 0 04 Apr 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu Pichao Wang C. L. P. Chen ViT 10 86 0 30 Mar 2023
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation Wenkang Shan Zhenhua Liu Xinfeng Zhang Zhao Wang Kai Han Shanshe Wang Siwei Ma Wen Gao DiffM 47 81 0 21 Mar 2023
Graph Transformer GANs for Graph-Constrained House Generation H. Tang Zhenyu Zhang Humphrey Shi Bo-wen Li Lin Shao N. Sebe Radu Timofte Luc Van Gool 29 18 0 14 Mar 2023
GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D Pose Yingxuan You Hong Liu Xia Li Wenhao Li Ti Wang Runwei Ding 20 4 0 10 Mar 2023
Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module Linzhi Huang Yulong Li Hongbo Tian Yue Yang Xiangang Li Weihong Deng Jieping Ye 13 10 0 08 Mar 2023
HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation Kai Zhai Qiang Nie Bo Ouyang Xiang Li Shanlin Yang 9 4 0 28 Feb 2023
HTNet: Human Topology Aware Network for 3D Human Pose Estimation Jia Cai Hong Liu Runwei Ding Wenhao Li Jianbing Wu Miaoju Ban 3DH 12 8 0 20 Feb 2023
HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation Xiao Qian Youbao Tang Ning Zhang Mei Han Jing Xiao Ming-chun Huang Ruei-Sung Lin ViT 14 13 0 18 Jan 2023
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment Zhongyang Zhang Kaidong Chai Haowen Yu Ramzi M Majaj Francesca Walsh Edward Wang U. Mahbub H. Siegelmann Donghyun Kim Tauhidur Rahman 3DH 13 18 0 17 Jan 2023
GFPose: Learning 3D Human Pose Prior with Gradient Fields Hai Ci Min-Yu Wu Wenjie Zhu Xiaoxuan Ma Hao Dong Fangwei Zhong Yizhou Wang 3DH 11 61 0 16 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model Jeongjun Choi D. Shim H. J. Kim 14 32 0 06 Dec 2022
DiffPose: Toward More Reliable 3D Pose Estimation Jia Gong Lin Geng Foo Zhipeng Fan Qiuhong Ke Hossein Rahmani J. Liu DiffM 25 115 0 30 Nov 2022
FuRPE: Learning Full-body Reconstruction from Part Experts Zhaoxin Fan Yuqing Pan Hao Xu Zhenbo Song Zhicheng Wang Kejian Wu Hongyan Liu Jun He 3DH 19 1 0 30 Nov 2022
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models Karl Holmquist Bastian Wandt DiffM 9 63 0 29 Nov 2022
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos Kyung-Min Jin Byoung-Sung Lim Gun-Hee Lee Tae-Kyung Kang Seong-Whan Lee 3DH 19 8 0 29 Nov 2022
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training Zhenglun Kong Haoyu Ma Geng Yuan Mengshu Sun Yanyue Xie ... Tianlong Chen Xiaolong Ma Xiaohui Xie Zhangyang Wang Yanzhi Wang ViT 13 22 0 19 Nov 2022
Video based Object 6D Pose Estimation using Transformers Apoorva Beedu Huda AlAmri Irfan Essa ViT 11 8 0 24 Oct 2022
CRT-6D: Fast 6D Object Pose Estimation with Cascaded Refinement Transformers Pedro Castro Tae-Kyun Kim 11 30 0 21 Oct 2022
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions Paweł Antoni Pierzchlewicz R. J. Cotton Mohammad Ali Bashiri Fabian H. Sinz 3DH 16 8 0 20 Oct 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 23 131 0 12 Oct 2022
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers Moritz Einfalt K. Ludwig Rainer Lienhart 6 44 0 12 Oct 2022
AMPose: Alternately Mixed Global-Local Attention Model for 3D Human Pose Estimation Hongxin Lin Yu-Ping Chiu Pei Wu ViT 3DH 6 3 0 09 Oct 2022
(Fusionformer):Exploiting the Joint Motion Synergy with Fusion Network Based On Transformer for 3D Human Pose Estimation Xinwei Yu Xiaohua Zhang ViT 20 0 0 08 Oct 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 20 32 0 08 Aug 2022
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing Jiaxi Jiang Paul Streli Huajian Qiu A. Fender Larissa Laich Patrick Snape Christian Holz 4 105 0 27 Jul 2022
MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis Yaqian Liang Shanshan Zhao Baosheng Yu Jing Zhang Fazhi He ViT 14 36 0 20 Jul 2022
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion Junkun Jiang Jie Chen Yike Guo 3DH 13 10 0 15 Jul 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 18 54 0 12 Jul 2022
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet Shihao Zou Yuanlu Xu Chao Li Lingni Ma Li Cheng Minh Vo 19 15 0 09 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 20 17 0 07 Jul 2022
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation Wenhao Li Hong Liu Tianyu Guo Runwei Ding Haoling Tang 3DH 11 27 0 13 Jun 2022