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Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild

19 March 2021

Papers citing "Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild"

40 / 40 papers shown

Title
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 60 105 0 21 Sep 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 90 427 0 09 Aug 2020
Appearance Consensus Driven Self-Supervised Human Mesh Recovery Jogendra Nath Kundu M. Rakesh Varun Jampani R. Venkatesh R. Venkatesh Babu 3DH 76 37 0 04 Aug 2020
Probabilistic orientation estimation with matrix Fisher distributions David Mohlin G. Bianchi Josephine Sullivan 22 44 0 17 Jun 2020
3D Human Mesh Regression with Dense Correspondence Wang Zeng Wanli Ouyang Ping Luo Wentao Liu Xiaogang Wang 3DH 36 95 0 10 Jun 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 89 749 0 01 Apr 2020
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 81 898 0 17 Dec 2019
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 79 931 0 11 Dec 2019
TexturePose: Supervising Human Mesh Estimation with Texture Consistency Georgios Pavlakos Nikos Kolotouros Kostas Daniilidis 3DH 68 107 0 24 Oct 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 78 193 0 30 Sep 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 101 989 0 27 Sep 2019
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images Junbang Liang Ming Lin 3DH 43 84 0 26 Aug 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 140 184 0 20 Aug 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 69 236 0 10 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 89 527 0 08 May 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 55 1,725 0 11 Apr 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Chen Li Gim Hee Lee 3DH 42 207 0 11 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 48 1,259 0 05 Apr 2019
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 82 518 0 04 Dec 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 97 503 0 17 Aug 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 99 608 0 10 May 2018
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification Sergey Prokudin Peter V. Gehler Sebastian Nowozin UQCV OOD 58 88 0 09 May 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 43 430 0 13 Apr 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 285 1,407 0 01 Feb 2018
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 94 520 0 05 Jan 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 213 1,801 0 18 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 97 321 0 04 Dec 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,046 0 20 Nov 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 76 220 0 24 Jul 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 360 27,244 0 20 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 362 4,718 0 15 Mar 2017
Optical Flow-based 3D Human Motion Estimation from Monocular Video Thiemo Alldieck Marc Kassubeck M. Magnor 3DH 52 51 0 01 Mar 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 66 547 0 10 Jan 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 127 976 0 05 Jan 2017
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht Iro Laina R. DiPietro Maximilian Baust Federico Tombari Nassir Navab Gregory D. Hager 58 186 0 01 Dec 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
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 305 5,532 0 23 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013