MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video

2 March 2022

Papers citing "MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video"

50 / 99 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 29 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 29 0 0 17 Apr 2025
CoMotion: Concurrent Multi-person 3D Motion Alejandro Newell Peiyun Hu Lahav Lipson Stephan R. Richter V. Koltun 3DH VOT 67 0 0 16 Apr 2025
HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network Hu Cui Tessai Hayama 3DH 42 0 0 09 Apr 2025
Dual-stream Transformer-GCN Model with Contextualized Representations Learning for Monocular 3D Human Pose Estimation Mingrui Ye Lianping Yang Hegui Zhu Zenghao Zheng Xin Wang Yantao Lo ViT 31 0 0 02 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 55 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 81 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
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 110 0 0 08 Feb 2025
Toward Efficient Generalization in 3D Human Pose Estimation via a Canonical Domain Approach Hoosang Lee Jeha Ryu 38 0 0 28 Jan 2025
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty Harry Zhang Luca Carlone 3DH 104 0 0 11 Dec 2024
GTA-Net: An IoT-Integrated 3D Human Pose Estimation System for Real-Time Adolescent Sports Posture Correction Shizhe Yuan Li Zhou 3DH 41 5 0 11 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 26 1 0 06 Oct 2024
The Influence of Faulty Labels in Data Sets on Human Pose Estimation Arnold Schwarz Levente Hernadi Felix Bießmann Kristian Hildebrand 24 0 0 05 Sep 2024
ActionPose: Pretraining 3D Human Pose Estimation with the Dark Knowledge of Action Longyun Liao Rong Zheng 3DH 24 0 0 31 Aug 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 31 2 0 13 Aug 2024
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network Xinyi Zhang Qiqi Bao Qinpeng Cui Wenming Yang Qingmin Liao 3DH Mamba 26 1 0 06 Aug 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 26 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 39 0 0 28 Jun 2024
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences Vida Adeli Soroush Mehraban Irene Ballester Yasamin Zarghami Andrea Sabo Andrea Iaboni Babak Taati 32 4 0 28 May 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 66 1 0 27 May 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models Jinglin Xu Yijie Guo Yuxin Peng DiffM 32 10 0 08 May 2024
POPDG: Popular 3D Dance Generation with PopDanceSet Zhenye Luo Min Ren Xuecai Hu Yongzhen Huang Li Yao 35 6 0 06 May 2024
Probablistic Restoration with Adaptive Noise Sampling for 3D Human Pose Estimation Xianzhou Zeng Hao Qin Ming Kong Luyuan Chen Qiang Zhu 3DH 16 0 0 03 May 2024
Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-supervised Training Xingyu Song Zhan Li Shi Chen K. Demachi 3DH 26 3 0 30 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 37 0 0 15 Apr 2024
Beyond Gait: Learning Knee Angle for Seamless Prosthesis Control in Multiple Scenarios Pengwei Wang Yilong Chen Wan Su Jie Wang Teng Ma Haoyong Yu 20 0 0 10 Apr 2024
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation Jihua Peng Yanghong Zhou P. Y. Mok ViT 21 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 35 0 0 26 Mar 2024
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Qucheng Peng Ce Zheng C. L. P. Chen 24 18 0 17 Mar 2024
Inverse Garment and Pattern Modeling with a Differentiable Simulator Boyang Yu Frédéric Cordier Hyewon Seo AI4CE 23 1 0 11 Mar 2024
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser Qingyuan Cai Xuecai Hu Saihui Hou Li Yao Yongzhen Huang DiffM 21 0 0 07 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 27 10 0 06 Mar 2024
Attention-Propagation Network for Egocentric Heatmap to 3D Pose Lifting Taeho Kang Youngki Lee 3DH 21 5 0 28 Feb 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 29 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 27 0 0 04 Feb 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 50 3 0 17 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 35 3 0 10 Jan 2024
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement Danqi Yan Qing Gao Yuepeng Qian Xinxing Chen Chenglong Fu Yuquan Leng DiffM 24 0 0 08 Jan 2024
3D Human Pose Perception from Egocentric Stereo Videos Hiroyasu Akada Jian Wang Vladislav Golyanik Christian Theobalt EgoV 38 14 0 30 Dec 2023
Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction Olivier Moliner Sangxia Huang Kalle AAstrom ViT 19 3 0 28 Dec 2023
STRIDE: Single-video based Temporally Continuous Occlusion Robust 3D Pose Estimation Rohit Lal Saketh Bachu Yash Garg Arindam Dutta Calvin-Khang Ta Dripta S. Raychaudhuri Hannah Dela Cruz M. Salman Asif A. Roy-Chowdhury 3DH 21 0 0 24 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 25 0 0 11 Dec 2023