3D Human Pose Estimation with Spatial and Temporal Transformers

18 March 2021

Zhengming Ding

Papers citing "3D Human Pose Estimation with Spatial and Temporal Transformers"

48 / 198 papers shown

Title
Towards Complete-View and High-Level Pose-based Gait Recognition Honghu Pan Yongyong Chen Tingyang Xu Yunqian He Zhenyu He SLR GAN CVBM 24 13 0 23 Sep 2022
MSA-GCN:Multiscale Adaptive Graph Convolution Network for Gait Emotion Recognition Yunfei Yin Li Jing Faliang Huang Guangchao Yang Zhuowei Wang CVBM 27 16 0 19 Sep 2022
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 35 47 0 16 Sep 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 27 32 0 08 Aug 2022
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation Sebastian Lutz R. Blythman Koustav Ghosal Matthew Moynihan C. Simms A. Smolic ViT 21 15 0 07 Aug 2022
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation Zhongwei Qiu Qiansheng Yang Jian Wang Dongmei Fu ViT 35 11 0 06 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 28 15 0 05 Aug 2022
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer Jicheng Li Anjana Bhat R. Barmaki ViT 27 5 0 01 Aug 2022
Dyadic Movement Synchrony Estimation Under Privacy-preserving Conditions Jicheng Li Anjana Bhat R. Barmaki 30 4 0 01 Aug 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 14 88 0 27 Jul 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 6 106 0 27 Jul 2022
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection Hang Ye Wentao Zhu Chun-yu Wang Rujie Wu Yizhou Wang 3DH 29 44 0 22 Jul 2022
OTPose: Occlusion-Aware Transformer for Pose Estimation in Sparsely-Labeled Videos Kyung-Min Jin Gun-Hee Lee Seongyeong Lee ViT 21 12 0 20 Jul 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation Linzhi Huang Jiahao Liang Weihong Deng 11 11 0 19 Jul 2022
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion Junkun Jiang Jie Chen Yike Guo 3DH 21 10 0 15 Jul 2022
Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning Boeun Kim H. Chang Jungho Kim J. Choi ViT 11 48 0 13 Jul 2022
Learning to Estimate External Forces of Human Motion in Video Nathan Louis Tylan N. Templin Travis D. Eliason D. Nicolella Jason J. Corso 3DH 15 5 0 12 Jul 2022
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior Buzhen Huang Y. Shu Jingyi Ju Yangang Wang 3DH 8 12 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 27 15 0 09 Jul 2022
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation Wenhao Li Hong Liu Tianyu Guo Runwei Ding Haoling Tang 3DH 14 27 0 13 Jun 2022
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation Jin-Hui Park Kimathi Kaai Saad Hossain Norikatsu Sumi Sirisha Rambhatla Paul Fieguth ViT EgoV 11 2 0 09 Jun 2022
Spatial Entropy as an Inductive Bias for Vision Transformers E. Peruzzo E. Sangineto Yahui Liu Marco De Nadai Wei Bi Bruno Lepri N. Sebe ViT MDE 26 1 0 09 Jun 2022
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation Leyla Khaleghi Josh Marshall Ali Etemad ViT 9 2 0 01 Jun 2022
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER Ce Zheng Matías Mendieta Taojiannan Yang Guo-Jun Qi C. L. P. Chen ViT 3DH 9 14 0 30 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 70 116 0 20 May 2022
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Wang Zeng Sheng Jin Wentao Liu Chao Qian Ping Luo Ouyang Wanli Xiaogang Wang ViT 16 119 0 19 Apr 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 170 0 17 Apr 2022
Multimodal Transformer for Nursing Activity Recognition Momal Ijaz Renato Diaz C. L. P. Chen ViT 22 26 0 09 Apr 2022
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network J. Park Y. Oh Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 22 101 0 28 Mar 2022
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation Mohammed Hassanin Abdelwahed Khamiss Bennamoun F. Boussaïd Ibrahim Radwan ViT 11 28 0 24 Mar 2022
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization Yu-Wei Zhan Fenghai Li Renliang Weng Wongun Choi 3DH 19 46 0 22 Mar 2022
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation Ailing Zeng Xu Ju Lei Yang Ruiyuan Gao Xizhou Zhu Bo Dai Qianglin Xu 8 44 0 16 Mar 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 21 121 0 15 Mar 2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios Germán Barquero Johnny Núnez Zhen Xu Sergio Escalera Wei-Wei Tu Isabelle M Guyon Cristina Palmero CVBM 32 12 0 07 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 14 215 0 02 Mar 2022
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos Ailing Zeng Lei Yang Xu Ju Jiefeng Li Jianyi Wang Qiang Xu 3DH 19 70 0 27 Dec 2021
Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection Shoubin Yu Zhong-Hua Zhao Haoshu Fang Andong Deng Haisheng Su Dongliang Wang Weihao Gan Cewu Lu Wei Wu 20 18 0 07 Dec 2021
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu H. Tang Pichao Wang Luc Van Gool ViT 27 245 0 24 Nov 2021
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose Ce Zheng Matías Mendieta Pu Wang Aidong Lu C. L. P. Chen 3DH 19 31 0 24 Nov 2021
AniFormer: Data-driven 3D Animation with Transformer Haoyu Chen H. Tang N. Sebe Guoying Zhao 20 13 0 20 Oct 2021
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation Haoyu Ma Liangjian Chen Deying Kong Zhe Wang Xingwei Liu Hao Tang Xiangyi Yan Yusheng Xie Shi-yao Lin Xiaohui Xie ViT 19 61 0 18 Oct 2021
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation Hui Shuai Lele Wu Qingshan Liu ViT 15 44 0 11 Oct 2021
A3GC-IP: Attention-Oriented Adjacency Adaptive Recurrent Graph Convolutions for Human Pose Estimation from Sparse Inertial Measurements Patrik Puchert Timo Ropinski 3DH 17 3 0 23 Jul 2021
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking Gaoang Wang Yizhou Wang Renshu Gu Weijie Hu Jenq-Neng Hwang VOT 28 40 0 06 May 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 10 188 0 26 Mar 2021
End-to-End Trainable Multi-Instance Pose Estimation with Transformers Lucas Stoffl Maxime Vidal Alexander Mathis ViT 18 49 0 22 Mar 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 225 2,427 0 04 Jan 2021
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu C. L. P. Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 93 560 0 24 Dec 2020