Structured Prediction of 3D Human Pose with Deep Neural Networks

17 May 2016

Papers citing "Structured Prediction of 3D Human Pose with Deep Neural Networks"

50 / 123 papers shown

Title
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression D. Luvizon Hedi Tabia David Picard 3DH 16 19 0 04 Sep 2020
Monocular Expressive Body Regression through Body-Driven Attention Vasileios Choutas Georgios Pavlakos Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH CVBM 32 233 0 20 Aug 2020
PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time Soshi Shimada Vladislav Golyanik Weipeng Xu Christian Theobalt 3DH 16 82 0 20 Aug 2020
3D Human Shape Reconstruction from a Polarization Image Shihao Zou Wei Ji Yiming Qian Sen Wang Chi Xu Minglun Gong Li Cheng 3DH 16 41 0 17 Jul 2020
JUMPS: Joints Upsampling Method for Pose Sequences Lucas Mourot F. Clerc Cédric Thébault Pierre Hellier 3DH 34 3 0 02 Jul 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 25 355 0 02 Jun 2020
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 19 179 0 29 Apr 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 15 117 0 17 Mar 2020
HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang Kui Jia Jiangbo Lu 3DH 22 22 0 10 Mar 2020
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates D. Luvizon Hedi Tabia David Picard 3DH 68 22 0 21 Nov 2019
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision K. Mangalam Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles NoLa 30 48 0 04 Nov 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 31 111 0 26 Oct 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 35 187 0 20 Oct 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 17 193 0 30 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 32 7 0 04 Sep 2019
EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera Lan Xu Weipeng Xu Vladislav Golyanik Marc Habermann Lu Fang Christian Theobalt 3DH 30 101 0 30 Aug 2019
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation Jiahao Lin Gim Hee Lee 33 74 0 22 Aug 2019
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation Rahul Mitra N. B. Gundavarapu Abhishek Sharma Arjun Jain 3DH 16 59 0 14 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 46 321 0 26 Jul 2019
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera Denis Tomè Patrick Peluse Lourdes Agapito H. Badino EgoV 43 109 0 23 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 18 168 0 01 Jul 2019
Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation Mengxi Jiang Zhuliang Yu Cuihua Li Yunqi Lei 29 0 0 31 May 2019
Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts Jue Wang Shaoli Huang Xinchao Wang Dacheng Tao 3DH 21 58 0 20 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 60 523 0 08 May 2019
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations I. Habibie Weipeng Xu Dushyant Mehta Gerard Pons-Moll Christian Theobalt 3DH 19 136 0 05 Apr 2019
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry Muhammed Kocabas Salih Karagoz Emre Akbas SSL 14 270 0 06 Mar 2019
Feature Boosting Network For 3D Pose Estimation Jun Liu Henghui Ding Amir Shahroudy Ling-yu Duan Xudong Jiang G. Wang Alex C. Kot 3DH 16 121 0 15 Jan 2019
A Spatial-temporal 3D Human Pose Reconstruction Framework Xuan Thanh Nguyen Thi Duyen Ngo T. Lê 3DH 19 4 0 08 Jan 2019
Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture M. Livne Leonid Sigal Marcus A. Brubaker David J. Fleet DiffM 11 5 0 04 Dec 2018
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 13 997 0 28 Nov 2018
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun Chuankang Li Stephen Lin 3DH 25 6 0 17 Nov 2018
3D Human Body Reconstruction from a Single Image via Volumetric Regression Aaron S. Jackson Chris Manafas Georgios Tzimiropoulos 3DH 18 92 0 11 Sep 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 22 503 0 17 Aug 2018
Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture Denis Tomè M. Toso Lourdes Agapito Chris Russell 3DH 16 78 0 04 Aug 2018
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling M. Trumble Andrew Gilbert A. Hilton John Collomosse 3DH 22 58 0 04 Jul 2018
FBI-Pose: Towards Bridging the Gap between 2D Images and 3D Human Poses using Forward-or-Backward Information Yulong Shi Xiaoguang Han Nianjuan Jiang Kun Zhou Kui Jia Jiangbo Lu 19 11 0 25 Jun 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 21 31 0 23 May 2018
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data M. R. Ronchi Oisin Mac Aodha R. Eng Pietro Perona 3DH 25 32 0 17 May 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 17 358 0 10 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 34 604 0 10 May 2018
A generalizable approach for multi-view 3D human pose regression A. Kadkhodamohammadi N. Padoy 3DH 14 77 0 27 Apr 2018
Learning Pose Specific Representations by Predicting Different Views Georg Poier David Schinagl Horst Bischof SSL 13 26 0 10 Apr 2018
3D Human Pose Estimation in the Wild by Adversarial Learning Wei Yang Wanli Ouyang Xueliang Wang Jimmy S. J. Ren Hongsheng Li Xiaogang Wang 3DH 37 373 0 26 Mar 2018
Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations Yasunori Kudo Keisuke Ogaki Yusuke Matsui Yuri Odagiri 3DH GAN 17 48 0 22 Mar 2018
Deep Pose Consensus Networks Geonho Cha Minsik Lee Jungchan Cho Songhwai Oh 3DH 9 5 0 22 Mar 2018
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera Weipeng Xu Avishek Chatterjee Michael Zollhoefer Helge Rhodin Pascal Fua Hans-Peter Seidel Christian Theobalt 12 149 0 15 Mar 2018
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images Grégory Rogez Philippe Weinzaepfel Cordelia Schmid 3DH 19 288 0 01 Mar 2018
Image-based Synthesis for Deep 3D Human Pose Estimation Grégory Rogez Cordelia Schmid 3DH 16 28 0 12 Feb 2018
Recovering Loss to Followup Information Using Denoising Autoencoders Lovedeep Gondara Ke Wang 21 19 0 12 Feb 2018
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons-Moll Christian Theobalt 3DH 27 392 0 09 Dec 2017