v1v2 (latest)

3D human pose estimation in video with temporal convolutions and semi-supervised training

28 November 2018

Dario Pavllo

Christoph Feichtenhofer

David Grangier

Michael Auli

3DH

ArXiv (abs)PDF HTML Github (3860★)

Papers citing "3D human pose estimation in video with temporal convolutions and semi-supervised training"

50 / 50 papers shown

Title
Measuring Physical Plausibility of 3D Human Poses Using Physics Simulation Nathan Louis Mahzad Khoshlessan Jason J. Corso 125 0 0 06 Feb 2025
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 98 2 0 06 Aug 2024
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation Nermin Samet Cédric Rommel David Picard Eduardo Valle DiffM 105 0 0 14 Jul 2024
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition Stefan Gerd Fritsch Cennet Oğuz Vitor Fortes Rey L. Ray Maximilian Kiefer-Emmanouilidis Paul Lukowicz HAI 78 0 0 06 Jun 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 215 1 0 27 May 2024
D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation Youssef Mourchid Rim Slama MedIm 66 15 0 21 Dec 2023
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 157 2 0 21 Nov 2023
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition Hyeokhyen Kwon C. Tong H. Haresamudram Yan Gao G. Abowd Nicholas D. Lane Thomas Ploetz 105 83 0 29 May 2020
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 106 2,505 0 19 Apr 2019
Can 3D Pose be Learned from 2D Projections Alone? D. Drover M. Rohith Ching-Hang Chen Amit Agrawal A. Tyagi C. P. Huynh 66 112 0 22 Aug 2018
Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture Denis Tomè M. Toso Lourdes Agapito Chris Russell 3DH 48 78 0 04 Aug 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 68 362 0 10 May 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 53 235 0 03 Apr 2018
3D Human Pose Estimation in the Wild by Adversarial Learning Wei Yang Wanli Ouyang Xinyu Wang Jimmy S. J. Ren Hongsheng Li Xiaogang Wang 3DH 81 373 0 26 Mar 2018
Norm matters: efficient and accurate normalization schemes in deep networks Elad Hoffer Ron Banner Itay Golan Daniel Soudry OffRL 70 179 0 05 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 165 484 0 26 Feb 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 214 1,801 0 18 Dec 2017
Exploiting temporal information for 3D pose estimation Mir Rayat Imtiaz Hossain James J. Little 3DH 46 310 0 23 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 132 1,428 0 20 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 136 1,097 0 31 Oct 2017
Recurrent 3D Pose Sequence Machines Mude Lin Liang Lin Xiaodan Liang Keze Wang Hui Cheng 3DH 50 111 0 31 Jul 2017
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision H. Tung Adam W. Harley William Seto Katerina Fragkiadaki GAN 67 156 0 31 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,289 0 08 May 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 103 1,319 0 08 May 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 92 571 0 08 Apr 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 81 531 0 01 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image Denis Tomè Chris Russell Lourdes Agapito 3DH 75 514 0 01 Jan 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 242 2,404 0 23 Dec 2016
3D Human Pose Estimation = 2D Pose Estimation + Matching Ching-Hang Chen Deva Ramanan 3DH 92 534 0 20 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 485 22,143 0 09 Dec 2016
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 1,082 0 29 Nov 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 102 887 0 23 Nov 2016
Neural Machine Translation in Linear Time Nal Kalchbrenner L. Espeholt Karen Simonyan Aaron van den Oord Alex Graves Koray Kavukcuoglu AIMat 115 553 0 31 Oct 2016
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 429 2,945 0 15 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,414 0 12 Sep 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 74 283 0 11 Sep 2016
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park Jihye Hwang Nojun Kwak 3DH 62 154 0 10 Aug 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 111 1,584 0 27 Jul 2016
Structured Prediction of 3D Human Pose with Deep Neural Networks Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua 3DH 84 272 0 17 May 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou Menglong Zhu Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 62 423 0 30 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 83 206 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 228 7,757 0 31 Aug 2015
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation Sijin Li Weichen Zhang Antoni B. Chan 3DH 88 225 0 27 Aug 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 429 43,814 0 01 May 2014