MotionBERT: A Unified Perspective on Learning Human Motion Representations

12 October 2022

Papers citing "MotionBERT: A Unified Perspective on Learning Human Motion Representations"

49 / 49 papers shown

Title
Mocap-2-to-3: Lifting 2D Diffusion-Based Pretrained Models for 3D Motion Capture Zhumei Wang Zechen Hu Ruoxi Guo Huaijin Pi Ziyong Feng Sida Peng Xiaowei Zhou 131 0 0 05 Mar 2025
The Streetscape Application Services Stack (SASS): Towards a Distributed Sensing Architecture for Urban Applications Navid Salami Pargoo Mahshid Ghasemi Shuren Xia Mehmet Kerem Turkcan Taqiya Ehsan ... Yuan Sun Javad Ghaderi Gil Zussman Z. Kostić Jorge Ortiz 92 2 0 29 Nov 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 56 2 0 06 Aug 2024
ExpertAF: Expert Actionable Feedback from Video Kumar Ashutosh Tushar Nagarajan Georgios Pavlakos Kris Kitani Kristen Grauman VGen 82 2 0 01 Aug 2024
STGFormer: Spatio-Temporal GraphFormer for 3D Human Pose Estimation in Video Yang Liu Zhiyong Zhang 3DH 92 0 0 14 Jul 2024
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency C. K. Ingwersen Anders Bjorholm Dahl Rasmus Nylander J. N. Jensen Anders B. Dahl M. Hannemose 100 2 0 21 Nov 2023
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 42 220 0 01 Aug 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 35 122 0 27 Jul 2022
PYSKL: Towards Good Practices for Skeleton Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin VLM 49 137 0 19 May 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris Kitani 3DH 70 70 0 24 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 76 222 0 02 Mar 2022
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 64 250 0 24 Nov 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 65 42 0 22 Nov 2021
HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media Anargyros Chatzitofis Leonidas Saroglou Prodromos Boutis Petros Drakoulis N. Zioulis ... C. Charbonnier Pablo César D. Zarpalas Stefanos D. Kollias P. Daras 3DH 60 48 0 14 Oct 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 45 130 0 08 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 65 92 0 04 Aug 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 57 574 0 26 Jul 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 184 2,790 0 15 Jun 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 156 159 0 29 Apr 2021
Revisiting Skeleton-based Action Recognition Haodong Duan Yue Zhao Kai-xiang Chen Dahua Lin Bo Dai 3DH 57 489 0 28 Apr 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 61 12 0 01 Apr 2021
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition Raphael Memmesheimer Simon Häring Nick Theisen Dietrich Paulus 87 36 0 26 Dec 2020
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 63 621 0 17 Dec 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 59 276 0 27 Aug 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 51 374 0 20 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Gyeongsik Moon Kyoung Mu Lee 3DH 78 422 0 09 Aug 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 122 4,505 0 23 Apr 2020
FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding Dian Shao Yue Zhao Bo Dai Dahua Lin 50 322 0 14 Apr 2020
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation Hanbyul Joo Natalia Neverova Andrea Vedaldi 3DH 43 152 0 07 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 66 828 0 31 Mar 2020
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 65 183 0 27 Nov 2019
Chirality Nets for Human Pose Regression Raymond A. Yeh Yuan-Ting Hu Alex Schwing 3DH 38 48 0 31 Oct 2019
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang Kui Jia Jiangbo Lu 3DH 56 112 0 26 Oct 2019
PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose Ju Yong Chang Gyeongsik Moon Kyoung Mu Lee 3DH 39 28 0 26 Oct 2019
Distribution-Aware Coordinate Representation for Human Pose Estimation Feng Zhang Xiatian Zhu Hanbin Dai Mao Ye Ce Zhu 3DH 53 419 0 14 Oct 2019
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation Yu Sun Yun Ye Wu Liu Wenpeng Gao Yili Fu Tao Mei 3DH 133 182 0 20 Aug 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 145 321 0 26 Jul 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 75 1,268 0 12 May 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 109 4,024 0 25 Feb 2019
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 51 359 0 10 May 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 256 1,398 0 01 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 219 4,124 0 23 Jan 2018
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 72 804 0 22 Nov 2017
PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka Umar Iqbal Eldar Insafutdinov L. Pishchulin Anton Milan Juergen Gall Bernt Schiele 90 455 0 27 Oct 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 208 7,961 0 22 May 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 89 1,071 0 29 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,511 0 24 Nov 2016
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks Wentao Zhu Cuiling Lan Junliang Xing Wenjun Zeng Yanghao Li Li Shen Xiaohui Xie 120 870 0 24 Mar 2016
An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression D. Trabelsi S. Mohammed Faicel Chamroukhi L. Oukhellou Y. Amirat 50 163 0 25 Dec 2013