STGFormer: Spatio-Temporal GraphFormer for 3D Human Pose Estimation in Video

14 July 2024

Papers citing "STGFormer: Spatio-Temporal GraphFormer for 3D Human Pose Estimation in Video"

31 / 31 papers shown

Title
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Soroush Mehraban Vida Adeli Babak Taati ViT 84 46 0 25 Oct 2023
Regular Splitting Graph Network for 3D Human Pose Estimation Md. Tanvir Hassan A. Ben Hamza 3DH 54 20 0 09 May 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu Pichao Wang Chong Chen ViT 49 91 0 30 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 47 8 0 28 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 67 14 0 18 Jan 2023
DiffPose: Toward More Reliable 3D Pose Estimation Jia Gong Lin Geng Foo Zhipeng Fan Qiuhong Ke Hossein Rahmani Jing Liu DiffM 95 118 0 30 Nov 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 65 151 0 12 Oct 2022
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers Moritz Einfalt K. Ludwig Rainer Lienhart 59 47 0 12 Oct 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 67 531 0 26 Apr 2022
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation Wenkang Shan Zhenhua Liu Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 3DH 71 123 0 15 Mar 2022
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video Jinlu Zhang Zhigang Tu Jianyu Yang Yujin Chen Junsong Yuan ViT 84 226 0 02 Mar 2022
Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving Jingxiao Zheng X. Shi Alexander N. Gorban Junhua Mao Yang Song ... Visesh Chari Andre Cornman Yin Zhou Congcong Li Drago Anguelov 3DH 57 46 0 22 Dec 2021
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses Bastian Wandt James J. Little Helge Rhodin 3DH 59 48 0 14 Dec 2021
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 77 250 0 24 Nov 2021
GraFormer: Graph Convolution Transformer for 3D Pose Estimation Weixi Zhao Yunjie Tian QiXiang Ye Jianbin Jiao Weiqiang Wang ViT 40 26 0 17 Sep 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation Ailing Zeng Xiao Sun Lei Yang Nanxuan Zhao Minhao Liu Qiang Xu 3DH 60 112 0 16 Aug 2021
Conditional Directed Graph Convolution for 3D Human Pose Estimation Wenbo Hu Changgong Zhang Fangneng Zhan Lei Zhang T. Wong 3DH 64 109 0 16 Jul 2021
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network Guoliang Hua Hong Liu Wenhao Li Qian Zhang Runwei Ding Xin Xu 3DH 79 33 0 23 May 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Tianhan Xu W. Takano 3DH 53 209 0 30 Mar 2021
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Runwei Ding Mengyuan Liu Pichao Wang Wenming Yang ViT 61 195 0 26 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 115 452 0 18 Mar 2021
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 55 186 0 29 Apr 2020
HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang Kui Jia Jiangbo Lu 3DH 77 22 0 10 Mar 2020
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates D. Luvizon Hedi Tabia David Picard 3DH 85 24 0 21 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 399 20,114 0 23 Oct 2019
Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling He Wang Edmond S. L. Ho Hubert P. H. Shum Zhanxing Zhu 56 80 0 20 Aug 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 81 509 0 06 Apr 2019
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 123 1,427 0 20 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 665 131,414 0 12 Jun 2017
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 94 1,078 0 29 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 597 28,999 0 09 Sep 2016