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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

MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer NetworkIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023

316

110

25 Oct 2023

Regular Splitting Graph Network for 3D Human Pose EstimationIEEE Transactions on Image Processing (IEEE TIP), 2023

Md. Tanvir Hassan

A. Ben Hamza

3DH

180

09 May 2023

PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2023

176

165

30 Mar 2023

HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2023

Xiang Li

217

28 Feb 2023

HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation

151

18 Jan 2023

DiffPose: Toward More Reliable 3D Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2022

402

153

30 Nov 2022

MotionBERT: A Unified Perspective on Learning Human Motion RepresentationsIEEE International Conference on Computer Vision (ICCV), 2022

458

253

12 Oct 2022

Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022

Moritz Einfalt

K. Ludwig

Rainer Lienhart

395

12 Oct 2022

ViTPose: Simple Vision Transformer Baselines for Human Pose EstimationNeural Information Processing Systems (NeurIPS), 2022

Yufei Xu

Jing Zhang

Qiming Zhang

Dacheng Tao

ViT

338

767

26 Apr 2022

P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022

281

171

15 Mar 2022

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in VideoComputer Vision and Pattern Recognition (CVPR), 2022

420

328

02 Mar 2022

Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving

...

233

22 Dec 2021

ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses

177

14 Dec 2021

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

Luc Van Gool

413

338

24 Nov 2021

GraFormer: Graph Convolution Transformer for 3D Pose Estimation

17 Sep 2021

Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation

Ailing Zeng

267

135

16 Aug 2021

Conditional Directed Graph Convolution for 3D Human Pose EstimationACM Multimedia (ACM MM), 2021

207

126

16 Jul 2021

Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional NetworkIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021

321

23 May 2021

Graph Stacked Hourglass Networks for 3D Human Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2021

Tianhan Xu

W. Takano

3DH

161

259

30 Mar 2021

Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose EstimationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021

581

254

26 Mar 2021

3D Human Pose Estimation with Spatial and Temporal TransformersIEEE International Conference on Computer Vision (ICCV), 2021

Zhengming Ding

424

588

18 Mar 2021

Motion Guided 3D Pose Estimation from VideosEuropean Conference on Computer Vision (ECCV), 2020

172

226

29 Apr 2020

HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape EstimationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

Jiangbo Lu

229

10 Mar 2020

Consensus-based Optimization for 3D Human Pose Estimation in Camera CoordinatesInternational Journal of Computer Vision (IJCV), 2019

210

21 Nov 2019

Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerJournal of machine learning research (JMLR), 2019

Sharan Narang

1.5K

23,849

23 Oct 2019

Spatio-temporal Manifold Learning for Human Motions via Long-horizon ModelingIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019

He Wang

Edmond S. L. Ho

Hubert P. H. Shum

Zhanxing Zhu

152

20 Aug 2019

Semantic Graph Convolutional Networks for 3D Human Pose Regression

373

576

06 Apr 2019

Cascaded Pyramid Network for Multi-Person Pose Estimation

369

1,581

20 Nov 2017

Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017

4.2K

161,538

12 Jun 2017

Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision

Oleksandr Sotnychenko

Weipeng Xu

Christian Theobalt

3DH

619

1,226

29 Nov 2016

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf

Max Welling

GNN SSL

1.8K

32,963

09 Sep 2016