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 / 94 papers shown

Title
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 75 15 0 15 Jan 2023
Scene-Aware 3D Multi-Human Motion Capture from a Single Camera D. Luvizon Marc Habermann Vladislav Golyanik Adam Kortylewski Christian Theobalt 3DH HAI 72 19 0 12 Jan 2023
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations Cheng-Yen Yang Jiajia Luo Lu Xia Yuyin Sun Nan Qiao Ke Zhang Zhongyu Jiang Lei Li 3DH 107 15 0 08 Jan 2023
MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes Zhi Li Soshi Shimada Bernt Schiele Christian Theobalt Vladislav Golyanik 3DH 60 18 0 17 Aug 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation Linzhi Huang Jiahao Liang Weihong Deng 82 11 0 19 Jul 2022
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation Peter Hardy S. Dasmahapatra Hansung Kim 41 0 0 12 May 2022
HULC: 3D Human Motion Capture with Pose Manifold Sampling and Dense Contact Guidance Soshi Shimada Vladislav Golyanik Zhi Li Patrick Pérez Weipeng Xu Christian Theobalt 3DH 130 26 0 11 May 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 122 63 0 07 Mar 2022
Body Size and Depth Disambiguation in Multi-Person Reconstruction from Single Images Nicolas Ugrinovic Adria Ruiz Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer 3DH 71 11 0 02 Nov 2021
Gravity-Aware Monocular 3D Human-Object Reconstruction Rishabh Dabral Soshi Shimada Arjun Jain Christian Theobalt Vladislav Golyanik 3DH 64 30 0 19 Aug 2021
Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation Wenkang Shan Haopeng Lu Shanshe Wang Xinfeng Zhang Wen Gao 3DH 73 63 0 29 Jul 2021
Conditional Directed Graph Convolution for 3D Human Pose Estimation Wenbo Hu Changgong Zhang Fangneng Zhan Lei Zhang T. Wong 3DH 81 111 0 16 Jul 2021
Dynamics-Regulated Kinematic Policy for Egocentric Pose Estimation Zhengyi Luo Ryo Hachiuma Ye Yuan Kris Kitani EgoV 104 86 0 10 Jun 2021
Collaborative Regression of Expressive Bodies using Moderation Yao Feng Vasileios Choutas Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH DiffM 130 142 0 11 May 2021
FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction Brian Gordon Sigal Raab Guy Azov Raja Giryes Daniel Cohen-Or 78 20 0 05 May 2021
Neural Monocular 3D Human Motion Capture with Physical Awareness Soshi Shimada Vladislav Golyanik Weipeng Xu P. Pérez Christian Theobalt 3DH 3DV 149 101 0 03 May 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 107 36 0 27 Apr 2021
Estimating Egocentric 3D Human Pose in Global Space Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar Christian Theobalt EgoV 80 66 0 27 Apr 2021
Egocentric Pose Estimation from Human Vision Span Hao Jiang V. Ithapu EgoV 61 26 0 12 Apr 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Tianhan Xu W. Takano 3DH 83 210 0 30 Mar 2021
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation Abdallah Benzine Florian Chabot B. Luvison Q. C. Pham Catherine Achard 3DH 213 57 0 07 Jan 2021
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu Chong Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 273 602 0 24 Dec 2020
Monocular Real-time Full Body Capture with Inter-part Correlations Yuxiao Zhou Marc Habermann I. Habibie A. Tewari Christian Theobalt F. Xu CVBM 3DH 141 67 0 11 Dec 2020
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Bastian Wandt Marco Rudolph Petrissa Zell Helge Rhodin Bodo Rosenhahn 3DH 95 101 0 30 Nov 2020
PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers Frank Yu Mathieu Salzmann Pascal Fua Helge Rhodin 3DV 80 18 0 27 Nov 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera Denis Tomè Thiemo Alldieck Patrick Peluse Gerard Pons-Moll Lourdes Agapito H. Badino Fernando de la Torre EgoV 100 76 0 02 Nov 2020
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression D. Luvizon Hedi Tabia David Picard 3DH 48 21 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 99 240 0 20 Aug 2020
PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time Soshi Shimada Vladislav Golyanik Weipeng Xu Christian Theobalt 3DH 61 83 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 64 43 0 17 Jul 2020
JUMPS: Joints Upsampling Method for Pose Sequences Lucas Mourot F. Clerc Cédric Thébault Pierre Hellier 3DH 69 3 0 02 Jul 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 66 361 0 02 Jun 2020
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 77 187 0 29 Apr 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 101 117 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 106 22 0 10 Mar 2020
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision K. Mangalam Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles NoLa 82 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 79 114 0 26 Oct 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 88 191 0 20 Oct 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 111 194 0 30 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 85 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 79 102 0 30 Aug 2019
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation Jiahao Lin Gim Hee Lee 62 75 0 22 Aug 2019
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation Rahul Mitra N. B. Gundavarapu Abhishek Sharma Arjun Jain 3DH 136 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 170 327 0 26 Jul 2019
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera Denis Tomè Patrick Peluse Lourdes Agapito H. Badino EgoV 117 112 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 98 171 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 36 0 0 31 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 114 528 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 77 140 0 05 Apr 2019
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry Muhammed Kocabas Salih Karagoz Emre Akbas SSL 99 270 0 06 Mar 2019