Learning 3D Human Dynamics from Video

4 December 2018

Papers citing "Learning 3D Human Dynamics from Video"

50 / 53 papers shown

Title
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen Wanqi Yin Xiaofeng Yang Cheng Chen Chaoyue Song Zhongang Cai Lei Yang Hao Wang Guosheng Lin 89 0 0 15 May 2025
PromptHMR: Promptable Human Mesh Recovery Yufu Wang Yu Sun Priyanka Patel Kostas Daniilidis Michael J. Black Muhammed Kocabas 3DH 126 0 0 08 Apr 2025
Advances in 4D Generation: A Survey Qiaowei Miao Kehan Li Jinsheng Quan Zhiyuan Min Shaojie Ma Yichao Xu Yi Yang Yawei Luo 126 1 0 18 Mar 2025
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos Farnoosh Koleini Muhammad Usama Saleem Pu Wang Hongfei Xue Ahmed Helmy Abbey Fenwick 3DH 98 1 0 14 Jan 2025
OmniRe: Omni Urban Scene Reconstruction Ziyu Chen Jiawei Yang Jiahui Huang Riccardo de Lutio Janick Martinez Esturo ... Zan Gojcic Sanja Fidler Marco Pavone Li Song Yue Wang 83 37 0 29 Aug 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 103 2 0 21 Nov 2023
PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time Soshi Shimada Vladislav Golyanik Weipeng Xu Christian Theobalt 3DH 55 82 0 20 Aug 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 67 221 0 18 Mar 2020
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 48 1,010 0 28 Nov 2018
LiveCap: Real-time Human Performance Capture from Monocular Video Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 51 155 0 05 Oct 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 80 503 0 17 Aug 2018
Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 3DH 56 138 0 25 Jul 2018
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling M. Trumble Andrew Gilbert A. Hilton John Collomosse 3DH 66 58 0 04 Jul 2018
Deep Lip Reading: a comparison of models and an online application Triantafyllos Afouras Joon Son Chung Andrew Zisserman 56 118 0 15 Jun 2018
Stable Recurrent Models John Miller Moritz Hardt 49 119 0 25 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 84 607 0 10 May 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 70 216 0 16 Apr 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 39 429 0 13 Apr 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 141 480 0 13 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 86 4,789 0 04 Mar 2018
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 94 519 0 05 Jan 2018
Detect-and-Track: Efficient Pose Estimation in Videos Rohit Girdhar Georgia Gkioxari Lorenzo Torresani Manohar Paluri Du Tran 3DH 90 229 0 26 Dec 2017
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 198 1,791 0 18 Dec 2017
Data Distillation: Towards Omni-Supervised Learning Ilija Radosavovic Piotr Dollár Ross B. Girshick Georgia Gkioxari Kaiming He 68 416 0 12 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 58 93 0 12 Dec 2017
From Lifestyle Vlogs to Everyday Interactions David Fouhey Weicheng Kuo Alexei A. Efros Jitendra Malik 60 125 0 06 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 89 321 0 04 Dec 2017
Learning 3D Human Pose from Structure and Motion Rishabh Dabral Anurag Mundhada Uday Kusupati S. Afaque Abhishek Sharma Arjun Jain 3DH 52 24 0 25 Nov 2017
Exploiting temporal information for 3D pose estimation Mir Rayat Imtiaz Hossain James J. Little 3DH 46 309 0 23 Nov 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 61 163 0 06 Aug 2017
Recurrent 3D Pose Sequence Machines Mude Lin Liang Lin Xiaodan Liang Keze Wang Hui Cheng 3DH 48 111 0 31 Jul 2017
Towards Accurate Markerless Human Shape and Pose Estimation over Time Yinghao Huang Federica Bogo Christoph Lassner Angjoo Kanazawa Peter V. Gehler Ijaz Akhter Michael J. Black 3DH 57 218 0 24 Jul 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 76 553 0 31 May 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 99 1,313 0 08 May 2017
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera Dushyant Mehta Srinath Sridhar Oleksandr Sotnychenko Helge Rhodin Mohammad Shafiei Hans-Peter Seidel Weipeng Xu Dan Casas Christian Theobalt 3DH 64 815 0 03 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 75 349 0 28 Apr 2017
Forecasting Human Dynamics from Static Images Yu-Wei Chao Jimei Yang Brian L. Price Scott D. Cohen Jia Deng 3DH 48 108 0 11 Apr 2017
Optical Flow-based 3D Human Motion Estimation from Monocular Video Thiemo Alldieck Marc Kassubeck M. Magnor 3DH 39 51 0 01 Mar 2017
Deep representation learning for human motion prediction and classification Judith Butepage Michael J. Black Danica Kragic Hedvig Kjellström 3DH 72 424 0 24 Feb 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J. Black Peter V. Gehler 3DH 58 546 0 10 Jan 2017
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,528 0 24 Nov 2016
General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues Helge Rhodin Nadia Robertini Dan Casas Christian Richardt Hans-Peter Seidel Christian Theobalt 3DH 64 104 0 28 Jul 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 101 1,581 0 27 Jul 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 80 415 0 09 Jul 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 40 514 0 25 Jun 2016
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 70 1,043 0 23 May 2016
Single Image 3D Interpreter Network Jiajun Wu Tianfan Xue Joseph J Lim Yuandong Tian J. Tenenbaum Antonio Torralba William T. Freeman 3DV 53 285 0 29 Apr 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 330 10,172 0 16 Mar 2016
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou Menglong Zhu Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 60 423 0 30 Nov 2015
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation L. Pishchulin Eldar Insafutdinov Siyu Tang Bjoern Andres Mykhaylo Andriluka Peter V. Gehler Bernt Schiele 58 974 0 20 Nov 2015